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        <description>AI Engineering for Curious Professional Developers</description>
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        <copyright>Copyright © 2026 Matt Pocock</copyright>
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        <item>
            <title><![CDATA[AI Hero Newsletter by Matt Pocock]]></title>
            <link>https://www.aihero.dev/newsletter</link>
            <guid>https://www.aihero.dev/newsletter</guid>
            <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[Subscribe to be the first to learn about AI Hero releases, updates, and special discounts for AI Heroes.]]></description>
        </item>
        <item>
            <title><![CDATA[AI Skills for Real Engineers]]></title>
            <link>https://www.aihero.dev/skills</link>
            <guid>https://www.aihero.dev/skills</guid>
            <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A practical skill system for engineers who want to use AI without giving up their standards.]]></description>
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        <item>
            <title><![CDATA[Skills Newsletter]]></title>
            <link>https://www.aihero.dev/skills/subscribe</link>
            <guid>https://www.aihero.dev/skills/subscribe</guid>
            <pubDate>Sat, 16 May 2026 00:00:00 GMT</pubDate>
            <description><![CDATA[A practical skill system for engineers who want to use AI without giving up their standards.]]></description>
        </item>
        <item>
            <title><![CDATA[AI SDK v6 Crash Course]]></title>
            <link>https://www.aihero.dev/workshops/ai-sdk-v6-crash-course</link>
            <guid>https://www.aihero.dev/workshops/ai-sdk-v6-crash-course</guid>
            <pubDate>Tue, 09 Sep 2025 15:52:28 GMT</pubDate>
            <description><![CDATA[Here's how *you* become an AI developer — fast]]></description>
        </item>
        <item>
            <title><![CDATA[Generating Objects via Output]]></title>
            <link>https://www.aihero.dev/workshops/ai-sdk-v6-crash-course/generating-objects-via-output~dkm2k</link>
            <guid>https://www.aihero.dev/workshops/ai-sdk-v6-crash-course/generating-objects-via-output~dkm2k</guid>
            <pubDate>Tue, 09 Sep 2025 14:47:27 GMT</pubDate>
            <description><![CDATA[Structured outputs with AI SDK. Generate typed objects using Zod schemas, validate LLM responses, and extract data reliably.]]></description>
        </item>
        <item>
            <title><![CDATA[AI Skills for Real Engineers]]></title>
            <link>https://www.aihero.dev/ai-skills-for-real-engineers</link>
            <guid>https://www.aihero.dev/ai-skills-for-real-engineers</guid>
            <pubDate>Tue, 05 May 2026 11:14:31 GMT</pubDate>
            <description><![CDATA[A practical skill system for engineers who want to use AI without giving up their standards.]]></description>
        </item>
        <item>
            <title><![CDATA[LLM Fundamentals]]></title>
            <link>https://www.aihero.dev/llm-fundamentals</link>
            <guid>https://www.aihero.dev/llm-fundamentals</guid>
            <pubDate>Tue, 30 Sep 2025 09:46:28 GMT</pubDate>
            <description><![CDATA[A free video tutorial from Matt Pocock teaching you the fundamentals of LLM's so you can use them better.]]></description>
        </item>
        <item>
            <title><![CDATA[The AI Engineer Roadmap]]></title>
            <link>https://www.aihero.dev/ai-engineer-roadmap</link>
            <guid>https://www.aihero.dev/ai-engineer-roadmap</guid>
            <pubDate>Tue, 18 Mar 2025 11:28:44 GMT</pubDate>
            <description><![CDATA[Want to build AI-powered apps, but don't know where to start? You need a roadmap.]]></description>
        </item>
        <item>
            <title><![CDATA[Model Context Protocol Tutorial]]></title>
            <link>https://www.aihero.dev/model-context-protocol-tutorial</link>
            <guid>https://www.aihero.dev/model-context-protocol-tutorial</guid>
            <pubDate>Wed, 12 Mar 2025 11:01:44 GMT</pubDate>
            <description><![CDATA[The Model Context Protocol is driving a new wave of innovation in the world of AI. In this tutorial, I'll break down everything you need to know to get started.]]></description>
        </item>
        <item>
            <title><![CDATA[Vercel AI SDK Tutorial]]></title>
            <link>https://www.aihero.dev/vercel-ai-sdk-tutorial</link>
            <guid>https://www.aihero.dev/vercel-ai-sdk-tutorial</guid>
            <pubDate>Thu, 09 Jan 2025 12:05:12 GMT</pubDate>
            <description><![CDATA[Build any LLM app in TypeScript with Vercel's AI SDK. Learn streaming, structured outputs, tool calls and agents.]]></description>
        </item>
        <item>
            <title><![CDATA[improve-codebase-architecture: Find Deepening Opportunities]]></title>
            <link>https://www.aihero.dev/skills-improve-codebase-architecture</link>
            <guid>https://www.aihero.dev/skills-improve-codebase-architecture</guid>
            <pubDate>Wed, 13 May 2026 20:01:06 GMT</pubDate>
            <description><![CDATA[A guide to the improve-codebase-architecture skill for finding refactors that make code easier to test, change, and navigate with agents.]]></description>
        </item>
        <item>
            <title><![CDATA[handoff: Move Context Between Agent Sessions]]></title>
            <link>https://www.aihero.dev/skills-handoff</link>
            <guid>https://www.aihero.dev/skills-handoff</guid>
            <pubDate>Wed, 13 May 2026 20:01:04 GMT</pubDate>
            <description><![CDATA[A guide to the handoff skill for compacting context so another agent or session can continue cleanly.]]></description>
        </item>
        <item>
            <title><![CDATA[prototype: Answer Questions With Throwaway Code]]></title>
            <link>https://www.aihero.dev/skills-prototype</link>
            <guid>https://www.aihero.dev/skills-prototype</guid>
            <pubDate>Wed, 13 May 2026 20:01:03 GMT</pubDate>
            <description><![CDATA[A guide to the prototype skill for testing UI, state, and product decisions before committing to implementation.]]></description>
        </item>
        <item>
            <title><![CDATA[grill-with-docs: Align Before You Build]]></title>
            <link>https://www.aihero.dev/grill-with-docs</link>
            <guid>https://www.aihero.dev/grill-with-docs</guid>
            <pubDate>Tue, 05 May 2026 11:03:14 GMT</pubDate>
            <description><![CDATA[Learn /grill-with-docs: combine AI interviewing with domain-driven design to build better codebases with shared language and less repetition.]]></description>
        </item>
        <item>
            <title><![CDATA[triage: Turn Backlog Mess Into Agent-Ready Work]]></title>
            <link>https://www.aihero.dev/burn-through-your-backlog-with-my-triage-skill</link>
            <guid>https://www.aihero.dev/burn-through-your-backlog-with-my-triage-skill</guid>
            <pubDate>Tue, 05 May 2026 09:57:22 GMT</pubDate>
            <description><![CDATA[Learn how to use the Triage skill to organize GitHub issues, turn messy ideas into actionable tasks for AI agents, and manage backlogs efficiently.]]></description>
        </item>
        <item>
            <title><![CDATA[Skills Changelog: Ubiquitous Language -> /grill-with-docs]]></title>
            <link>https://www.aihero.dev/skills-changelog-ubiquitous-language-grill-with-docs</link>
            <guid>https://www.aihero.dev/skills-changelog-ubiquitous-language-grill-with-docs</guid>
            <pubDate>Thu, 30 Apr 2026 10:36:43 GMT</pubDate>
            <description><![CDATA[Skills repo changelog: /grill-with-docs, ADRs, improved architecture language, multi-tracker support & new debugging skills. Updates inside.]]></description>
        </item>
        <item>
            <title><![CDATA[tdd: Red, Green, Refactor for Agentic Coding]]></title>
            <link>https://www.aihero.dev/skills-tdd</link>
            <guid>https://www.aihero.dev/skills-tdd</guid>
            <pubDate>Mon, 27 Apr 2026 18:07:40 GMT</pubDate>
            <description><![CDATA[A guide to Matt Pocock's tdd skill for implementing features one behavior at a time.]]></description>
        </item>
        <item>
            <title><![CDATA[to-issues: Break a PRD Into Vertical-Slice GitHub Issues]]></title>
            <link>https://www.aihero.dev/skills-to-issues</link>
            <guid>https://www.aihero.dev/skills-to-issues</guid>
            <pubDate>Mon, 27 Apr 2026 18:07:39 GMT</pubDate>
            <description><![CDATA[A guide to the to-issues skill for turning plans and PRDs into tracer-bullet implementation issues.]]></description>
        </item>
        <item>
            <title><![CDATA[to-prd: Turn Resolved Context Into a PRD]]></title>
            <link>https://www.aihero.dev/skills-to-prd</link>
            <guid>https://www.aihero.dev/skills-to-prd</guid>
            <pubDate>Mon, 27 Apr 2026 18:07:38 GMT</pubDate>
            <description><![CDATA[A guide to the to-prd skill for creating a PRD from current conversation and codebase context.]]></description>
        </item>
        <item>
            <title><![CDATA[My 'Grill Me' Skill Went Viral]]></title>
            <link>https://www.aihero.dev/my-grill-me-skill-has-gone-viral</link>
            <guid>https://www.aihero.dev/my-grill-me-skill-has-gone-viral</guid>
            <pubDate>Mon, 23 Mar 2026 13:35:30 GMT</pubDate>
            <description><![CDATA[Learn the "Grill Me" AI skill—a powerful technique to deeply explore coding plans, requirements, and ideas through structured AI conversations.]]></description>
        </item>
        <item>
            <title><![CDATA[Real-world feature build with Claude Code: every step explained]]></title>
            <link>https://www.aihero.dev/real-world-feature-build-with-claude-code</link>
            <guid>https://www.aihero.dev/real-world-feature-build-with-claude-code</guid>
            <pubDate>Fri, 20 Mar 2026 09:48:53 GMT</pubDate>
            <description><![CDATA[Learn Claude Code workflow: grill sessions, PRDs, GitHub issues, AFK agents, and QA loops for building features efficiently with AI.]]></description>
        </item>
        <item>
            <title><![CDATA[5 Agent Skills I Use Every Day]]></title>
            <link>https://www.aihero.dev/5-agent-skills-i-use-every-day</link>
            <guid>https://www.aihero.dev/5-agent-skills-i-use-every-day</guid>
            <pubDate>Mon, 16 Mar 2026 15:38:31 GMT</pubDate>
            <description><![CDATA[Master AI code quality with proven engineering skills: prompt techniques, TDD, architecture design, and PRD workflows for Claude Code agents.]]></description>
        </item>
        <item>
            <title><![CDATA[My 7 Phases Of AI Development]]></title>
            <link>https://www.aihero.dev/my-7-phases-of-ai-development</link>
            <guid>https://www.aihero.dev/my-7-phases-of-ai-development</guid>
            <pubDate>Mon, 16 Mar 2026 10:27:14 GMT</pubDate>
            <description><![CDATA[Master the 7 phases of AI-assisted development with Claude Code. Learn how to ship production-quality code using research, prototyping, PRDs, and more.]]></description>
        </item>
        <item>
            <title><![CDATA[My Claude Code Cohort - A Teaser]]></title>
            <link>https://www.aihero.dev/my-claude-code-cohort-a-teaser</link>
            <guid>https://www.aihero.dev/my-claude-code-cohort-a-teaser</guid>
            <pubDate>Wed, 11 Mar 2026 15:10:20 GMT</pubDate>
            <description><![CDATA[Here's a teaser to my Claude Code course: covering LLM constraints, planning, steering, feedback loops, autonomous agents, and human-in-the-loop techniques.]]></description>
        </item>
        <item>
            <title><![CDATA[9 Ways AI Coding Has Rewired My Brain]]></title>
            <link>https://www.aihero.dev/ways-ai-coding-has-rewired-my-brain</link>
            <guid>https://www.aihero.dev/ways-ai-coding-has-rewired-my-brain</guid>
            <pubDate>Wed, 11 Mar 2026 14:33:11 GMT</pubDate>
            <description><![CDATA[Discover 9 ways AI-assisted coding rewires your development mindset: integration testing, architecture, modules, and strategies for managing cognitive load.]]></description>
        </item>
        <item>
            <title><![CDATA[How To Make Codebases AI Agents Love]]></title>
            <link>https://www.aihero.dev/how-to-make-codebases-ai-agents-love</link>
            <guid>https://www.aihero.dev/how-to-make-codebases-ai-agents-love</guid>
            <pubDate>Thu, 26 Feb 2026 10:09:15 GMT</pubDate>
            <description><![CDATA[Learn how deep modules and proper codebase architecture make AI coding more effective. Master software design principles for AI-ready codebases.]]></description>
        </item>
        <item>
            <title><![CDATA[How To Use Claude Code Hooks To Enforce The Right CLI]]></title>
            <link>https://www.aihero.dev/how-to-use-claude-code-hooks-to-enforce-the-right-cli</link>
            <guid>https://www.aihero.dev/how-to-use-claude-code-hooks-to-enforce-the-right-cli</guid>
            <pubDate>Wed, 25 Feb 2026 10:51:12 GMT</pubDate>
            <description><![CDATA[Learn how to use Claude Code hooks to prevent unwanted CLI commands and guide your AI coding agent to use the right tools instead of CLAUDE.md.]]></description>
        </item>
        <item>
            <title><![CDATA[Never Run Claude /init]]></title>
            <link>https://www.aihero.dev/never-run-claude-init</link>
            <guid>https://www.aihero.dev/never-run-claude-init</guid>
            <pubDate>Tue, 24 Feb 2026 10:04:45 GMT</pubDate>
            <description><![CDATA[Learn why auto-generated Claude.md files hurt your coding agents and what to use instead for better performance and lower costs.]]></description>
        </item>
        <item>
            <title><![CDATA[This Hook Stops Claude Code Running Dangerous Git Commands]]></title>
            <link>https://www.aihero.dev/this-hook-stops-claude-code-running-dangerous-git-commands</link>
            <guid>https://www.aihero.dev/this-hook-stops-claude-code-running-dangerous-git-commands</guid>
            <pubDate>Tue, 10 Feb 2026 14:25:36 GMT</pubDate>
            <description><![CDATA[Learn how to block dangerous git commands in Claude Code using a PreToolUse hook. Prevent accidental data loss with git guardrails.]]></description>
        </item>
        <item>
            <title><![CDATA[My Skill Makes Claude Code GREAT At TDD]]></title>
            <link>https://www.aihero.dev/skill-test-driven-development-claude-code</link>
            <guid>https://www.aihero.dev/skill-test-driven-development-claude-code</guid>
            <pubDate>Tue, 10 Feb 2026 11:42:14 GMT</pubDate>
            <description><![CDATA[Here's my TDD skill for getting Claude to write honest tests and real implementations using red-green-refactor and vertical slicing.]]></description>
        </item>
        <item>
            <title><![CDATA[Why the Anthropic Ralph plugin sucks (use a bash loop instead)]]></title>
            <link>https://www.aihero.dev/why-the-anthropic-ralph-plugin-sucks</link>
            <guid>https://www.aihero.dev/why-the-anthropic-ralph-plugin-sucks</guid>
            <pubDate>Thu, 22 Jan 2026 14:50:25 GMT</pubDate>
            <description><![CDATA[Discover why the Anthropic Ralph plugin degrades AI performance by filling up context windows. Learn why bash loops keep Claude in the smart zone instead.]]></description>
        </item>
        <item>
            <title><![CDATA[Tracer Bullets: Keeping AI Slop Under Control]]></title>
            <link>https://www.aihero.dev/tracer-bullets</link>
            <guid>https://www.aihero.dev/tracer-bullets</guid>
            <pubDate>Thu, 22 Jan 2026 13:21:37 GMT</pubDate>
            <description><![CDATA[Learn how tracer bullets can help you control AI code quality by building small, end-to-end features and getting feedback early instead of bloated solutions.]]></description>
        </item>
        <item>
            <title><![CDATA[Here's How To Stream Claude Code With AFK Ralph]]></title>
            <link>https://www.aihero.dev/heres-how-to-stream-claude-code-with-afk-ralph</link>
            <guid>https://www.aihero.dev/heres-how-to-stream-claude-code-with-afk-ralph</guid>
            <pubDate>Thu, 22 Jan 2026 09:55:51 GMT</pubDate>
            <description><![CDATA[Stream Claude code in real-time while running AFK Ralph. Learn how to use jq to get visibility into Claude's output instead of staring at a blank screen.]]></description>
        </item>
        <item>
            <title><![CDATA[A Complete Guide To AGENTS.md]]></title>
            <link>https://www.aihero.dev/a-complete-guide-to-agents-md</link>
            <guid>https://www.aihero.dev/a-complete-guide-to-agents-md</guid>
            <pubDate>Sun, 18 Jan 2026 15:01:44 GMT</pubDate>
            <description><![CDATA[Learn how to optimize your AGENTS.md file for AI coding agents. Master progressive disclosure, keep instructions focused, and maximize agent performance.]]></description>
        </item>
        <item>
            <title><![CDATA[Essential AI Coding Feedback Loops For TypeScript Projects]]></title>
            <link>https://www.aihero.dev/essential-ai-coding-feedback-loops-for-type-script-projects</link>
            <guid>https://www.aihero.dev/essential-ai-coding-feedback-loops-for-type-script-projects</guid>
            <pubDate>Fri, 16 Jan 2026 11:51:36 GMT</pubDate>
            <description><![CDATA[Learn to build AI coding feedback loops with TypeScript. Master type checking, testing, and pre-commit hooks to keep AI agents working correctly.]]></description>
        </item>
        <item>
            <title><![CDATA[My AGENTS.md file for building plans you actually read]]></title>
            <link>https://www.aihero.dev/my-agents-md-file-for-building-plans-you-actually-read</link>
            <guid>https://www.aihero.dev/my-agents-md-file-for-building-plans-you-actually-read</guid>
            <pubDate>Tue, 13 Jan 2026 13:51:16 GMT</pubDate>
            <description><![CDATA[Here are the key rules from my AGENTS.md file that make plan mode effective.]]></description>
        </item>
        <item>
            <title><![CDATA[An Introduction To Plan Mode]]></title>
            <link>https://www.aihero.dev/plan-mode-introduction</link>
            <guid>https://www.aihero.dev/plan-mode-introduction</guid>
            <pubDate>Fri, 09 Jan 2026 12:55:21 GMT</pubDate>
            <description><![CDATA[Learn how plan mode transforms AI coding agents. Iterate on requirements before writing code, build context, and get better results from tools like Claude Code.]]></description>
        </item>
        <item>
            <title><![CDATA[Getting Started With Ralph]]></title>
            <link>https://www.aihero.dev/getting-started-with-ralph</link>
            <guid>https://www.aihero.dev/getting-started-with-ralph</guid>
            <pubDate>Thu, 08 Jan 2026 14:32:16 GMT</pubDate>
            <description><![CDATA[Learn to run AI coding agents in a loop. Set up Claude Code, create a PRD, and let the AI ship features while you're AFK. Step-by-step guide included.]]></description>
        </item>
        <item>
            <title><![CDATA[11 Tips For AI Coding With Ralph Wiggum]]></title>
            <link>https://www.aihero.dev/tips-for-ai-coding-with-ralph-wiggum</link>
            <guid>https://www.aihero.dev/tips-for-ai-coding-with-ralph-wiggum</guid>
            <pubDate>Thu, 08 Jan 2026 12:25:29 GMT</pubDate>
            <description><![CDATA[Run AI coding tools in autonomous loops with Ralph Wiggum. 11 tips for AFK coding: scope, progress tracking, feedback loops, and shipping code while you sleep.]]></description>
        </item>
        <item>
            <title><![CDATA[Evalite v1 Preview: Fast Evals, Built-in Scorers]]></title>
            <link>https://www.aihero.dev/evalite-v1-preview</link>
            <guid>https://www.aihero.dev/evalite-v1-preview</guid>
            <pubDate>Fri, 28 Nov 2025 10:00:39 GMT</pubDate>
            <description><![CDATA[Evalite v1 ships 10 production-ready scorers (string matching, RAG evaluation, agent testing) plus in-memory storage by default. Still in beta.]]></description>
        </item>
        <item>
            <title><![CDATA[Personal software is INSANE in the age of AI]]></title>
            <link>https://www.aihero.dev/personal-software-is-insane-in-the-age-of-ai-u2hx2</link>
            <guid>https://www.aihero.dev/personal-software-is-insane-in-the-age-of-ai-u2hx2</guid>
            <pubDate>Mon, 17 Nov 2025 16:28:06 GMT</pubDate>
            <description><![CDATA[Don't delegate your thinking to LLMs. Use AI for grunt work in personal software built for your workflow. Keep the judgment for yourself.]]></description>
        </item>
        <item>
            <title><![CDATA[Creating The Perfect Claude Code Status Line]]></title>
            <link>https://www.aihero.dev/creating-the-perfect-claude-code-status-line</link>
            <guid>https://www.aihero.dev/creating-the-perfect-claude-code-status-line</guid>
            <pubDate>Tue, 28 Oct 2025 14:40:22 GMT</pubDate>
            <description><![CDATA[I've created the perfect Claude Code statusline - including git info and context used. Here's a step-by-step guide.]]></description>
        </item>
        <item>
            <title><![CDATA[What Is An Agent?]]></title>
            <link>https://www.aihero.dev/what-is-an-agent</link>
            <guid>https://www.aihero.dev/what-is-an-agent</guid>
            <pubDate>Tue, 30 Sep 2025 13:28:38 GMT</pubDate>
            <description><![CDATA[Discover the power of agents vs workflows in LLM systems. Learn how agents improvise and workflows optimize for predictable, repeatable tasks.]]></description>
        </item>
        <item>
            <title><![CDATA[What Are Tools?]]></title>
            <link>https://www.aihero.dev/what-are-tools</link>
            <guid>https://www.aihero.dev/what-are-tools</guid>
            <pubDate>Tue, 30 Sep 2025 13:28:00 GMT</pubDate>
            <description><![CDATA[Discover how LLM tools enhance AI capabilities by defining, choosing, and executing tasks via system prompts.]]></description>
        </item>
        <item>
            <title><![CDATA[What Is The Context Window?]]></title>
            <link>https://www.aihero.dev/what-is-the-context-window</link>
            <guid>https://www.aihero.dev/what-is-the-context-window</guid>
            <pubDate>Tue, 30 Sep 2025 13:27:28 GMT</pubDate>
            <description><![CDATA[Discover the context window in AI: input/output tokens, limits, and the "lost in the middle" issue. Optimize token use for better model performance.]]></description>
        </item>
        <item>
            <title><![CDATA[Messages, System Prompts and Reasoning Tokens]]></title>
            <link>https://www.aihero.dev/messages-system-prompts-and-reasoning-tokens</link>
            <guid>https://www.aihero.dev/messages-system-prompts-and-reasoning-tokens</guid>
            <pubDate>Tue, 30 Sep 2025 13:26:05 GMT</pubDate>
            <description><![CDATA[Learn how conversations with AI work under the hood. Explore user messages, system prompts, reasoning tokens, and tool calls.]]></description>
        </item>
        <item>
            <title><![CDATA[What Are Tokens?]]></title>
            <link>https://www.aihero.dev/what-are-tokens</link>
            <guid>https://www.aihero.dev/what-are-tokens</guid>
            <pubDate>Tue, 30 Sep 2025 09:47:04 GMT</pubDate>
            <description><![CDATA[Discover how tokens power LLMs, affecting costs and efficiency. Learn about encoding, decoding, and vocabulary size for optimized text processing.]]></description>
        </item>
        <item>
            <title><![CDATA[Most Devs Still Don't Know What Tokens Are]]></title>
            <link>https://www.aihero.dev/what-are-tokens</link>
            <guid>https://www.aihero.dev/what-are-tokens</guid>
            <pubDate>Fri, 12 Sep 2025 15:49:26 GMT</pubDate>
            <description><![CDATA[Discover why tokens, not characters, are the currency of LLMs. Learn how text is processed and billed in tokens, crucial for developers.]]></description>
        </item>
        <item>
            <title><![CDATA[Securing your AI App with Guardrails]]></title>
            <link>https://www.aihero.dev/securing-your-ai-app-with-guardrails</link>
            <guid>https://www.aihero.dev/securing-your-ai-app-with-guardrails</guid>
            <pubDate>Thu, 11 Sep 2025 11:24:45 GMT</pubDate>
            <description><![CDATA[Secure your AI app with fast LLM validation using TypeScript and AI SDK.]]></description>
        </item>
        <item>
            <title><![CDATA[Streaming In 'Next Question Suggestions' With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/streaming-in-next-question-suggestions-with-the-ai-sdk</link>
            <guid>https://www.aihero.dev/streaming-in-next-question-suggestions-with-the-ai-sdk</guid>
            <pubDate>Sun, 24 Aug 2025 12:17:16 GMT</pubDate>
            <description><![CDATA[Stream AI-powered next question suggestions with the AI SDK.]]></description>
        </item>
        <item>
            <title><![CDATA[What Is An AI Engineer?]]></title>
            <link>https://www.aihero.dev/what-is-an-ai-engineer</link>
            <guid>https://www.aihero.dev/what-is-an-ai-engineer</guid>
            <pubDate>Wed, 26 Mar 2025 11:22:28 GMT</pubDate>
            <description><![CDATA[Explore the role of an AI Engineer, learn the key skills needed, and discover how it differs from ML Engineering and AI-assisted Development.]]></description>
        </item>
        <item>
            <title><![CDATA[17 Techniques For Improving Your LLM-Powered App]]></title>
            <link>https://www.aihero.dev/how-to-improve-your-llm-powered-app</link>
            <guid>https://www.aihero.dev/how-to-improve-your-llm-powered-app</guid>
            <pubDate>Mon, 24 Mar 2025 09:23:34 GMT</pubDate>
            <description><![CDATA[A directory of techniques for improving your LLM-powered app.]]></description>
        </item>
        <item>
            <title><![CDATA[The AI Engineer Mindset]]></title>
            <link>https://www.aihero.dev/the-ai-engineer-mindset</link>
            <guid>https://www.aihero.dev/the-ai-engineer-mindset</guid>
            <pubDate>Mon, 24 Mar 2025 09:21:56 GMT</pubDate>
            <description><![CDATA[Learn how to build successful LLM applications by defining clear success metrics, and creating a data-driven culture of continuous improvement.]]></description>
        </item>
        <item>
            <title><![CDATA[Implementing Anthropic's "think" Tool In TypeScript]]></title>
            <link>https://www.aihero.dev/implementing-anthropics-think-tool-in-typescript</link>
            <guid>https://www.aihero.dev/implementing-anthropics-think-tool-in-typescript</guid>
            <pubDate>Fri, 21 Mar 2025 18:37:02 GMT</pubDate>
            <description><![CDATA[Enhance LLM problem-solving in TypeScript by implementing Anthropic's "think" tool with Claude.]]></description>
        </item>
        <item>
            <title><![CDATA[What Can You Use LLM's For?]]></title>
            <link>https://www.aihero.dev/what-are-llms-used-for</link>
            <guid>https://www.aihero.dev/what-are-llms-used-for</guid>
            <pubDate>Tue, 18 Mar 2025 10:01:33 GMT</pubDate>
            <description><![CDATA[Discover when to use LLMs for data tasks like structuring and classification, and when to opt for deterministic systems.]]></description>
        </item>
        <item>
            <title><![CDATA[5 Questions To Ask Before Choosing An LLM]]></title>
            <link>https://www.aihero.dev/how-to-choose-an-llm</link>
            <guid>https://www.aihero.dev/how-to-choose-an-llm</guid>
            <pubDate>Mon, 17 Mar 2025 10:36:59 GMT</pubDate>
            <description><![CDATA[Discover the best way to choose the right LLM for your AI app. Learn about open vs closed models, cost, latency, and hosting options.]]></description>
        </item>
        <item>
            <title><![CDATA[What Is An LLM?]]></title>
            <link>https://www.aihero.dev/what-is-an-llm</link>
            <guid>https://www.aihero.dev/what-is-an-llm</guid>
            <pubDate>Mon, 17 Mar 2025 10:03:12 GMT</pubDate>
            <description><![CDATA[Discover the basics of Large Language Models (LLM), their structure, operation, and creation process. Perfect for beginners ready to dive into AI.]]></description>
        </item>
        <item>
            <title><![CDATA[Connect Claude Code To A GitHub MCP Server]]></title>
            <link>https://www.aihero.dev/connect-claude-code-to-github</link>
            <guid>https://www.aihero.dev/connect-claude-code-to-github</guid>
            <pubDate>Thu, 13 Mar 2025 11:45:07 GMT</pubDate>
            <description><![CDATA[Boost Claude Code with GitHub MCP! Discover how developers can seamlessly modify codebases using this powerful terminal app integration.]]></description>
        </item>
        <item>
            <title><![CDATA[Publish Your MCP Server To NPM]]></title>
            <link>https://www.aihero.dev/publish-your-mcp-server-to-npm</link>
            <guid>https://www.aihero.dev/publish-your-mcp-server-to-npm</guid>
            <pubDate>Wed, 12 Mar 2025 11:08:57 GMT</pubDate>
            <description><![CDATA[Easily publish your MCP server to NPM using Node.js. Share updates globally with simple commands. Distribute effortlessly with our step-by-step guide.]]></description>
        </item>
        <item>
            <title><![CDATA[The Problem With MCP: Stateful Servers]]></title>
            <link>https://www.aihero.dev/the-problem-with-mcp-stateful-server</link>
            <guid>https://www.aihero.dev/the-problem-with-mcp-stateful-server</guid>
            <pubDate>Wed, 12 Mar 2025 11:08:27 GMT</pubDate>
            <description><![CDATA[Discover how to deploy MCP servers statelessly using Redis, enabling compatibility with serverless platforms like Vercel and AWS Lambda.]]></description>
        </item>
        <item>
            <title><![CDATA[Logging: A Huge MCP Footgun]]></title>
            <link>https://www.aihero.dev/logging-a-huge-mcp-footgun</link>
            <guid>https://www.aihero.dev/logging-a-huge-mcp-footgun</guid>
            <pubDate>Wed, 12 Mar 2025 10:58:47 GMT</pubDate>
            <description><![CDATA[Avoid console.log in MCP servers to prevent client issues. Use a custom logger or `sse` transport for effective logging without protocol interference.]]></description>
        </item>
        <item>
            <title><![CDATA[Using MCP Prompts]]></title>
            <link>https://www.aihero.dev/using-mcp-prompts</link>
            <guid>https://www.aihero.dev/using-mcp-prompts</guid>
            <pubDate>Mon, 10 Mar 2025 14:53:59 GMT</pubDate>
            <description><![CDATA[Unlock MCP server power by using prompt templates. Perfect for enhancing LLM workflows and boosting productivity with custom commands.]]></description>
        </item>
        <item>
            <title><![CDATA[How Does The Model Context Protocol Work?]]></title>
            <link>https://www.aihero.dev/how-does-the-model-context-protocol-work</link>
            <guid>https://www.aihero.dev/how-does-the-model-context-protocol-work</guid>
            <pubDate>Mon, 10 Mar 2025 12:54:53 GMT</pubDate>
            <description><![CDATA[Discover how the Model Context Protocol (MCP) functions, linking hosts and servers with seamless client-server communication and JSON-RPC 2.0 protocol.]]></description>
        </item>
        <item>
            <title><![CDATA[Serving MCP Servers Over stdout]]></title>
            <link>https://www.aihero.dev/mcp-server-from-a-single-typescript-file</link>
            <guid>https://www.aihero.dev/mcp-server-from-a-single-typescript-file</guid>
            <pubDate>Fri, 07 Mar 2025 13:30:48 GMT</pubDate>
            <description><![CDATA[Set up an MCP server with a single TypeScript file; connect to Claude Code & run scripts seamlessly.]]></description>
        </item>
        <item>
            <title><![CDATA[STORM: Generate High-Quality Articles Based On Real Research]]></title>
            <link>https://www.aihero.dev/storm-generate-high-quality-articles-based-on-real-research</link>
            <guid>https://www.aihero.dev/storm-generate-high-quality-articles-based-on-real-research</guid>
            <pubDate>Tue, 04 Feb 2025 11:28:01 GMT</pubDate>
            <description><![CDATA[Discover STORM, an AI that crafts top-quality articles using real research. Explore its complex workflow for enhancing your AI projects.]]></description>
        </item>
        <item>
            <title><![CDATA[Google's Introduction To Agents Is GREAT]]></title>
            <link>https://www.aihero.dev/google-agents-whitepaper-review</link>
            <guid>https://www.aihero.dev/google-agents-whitepaper-review</guid>
            <pubDate>Tue, 28 Jan 2025 13:26:28 GMT</pubDate>
            <description><![CDATA[Explore Google's AI agents whitepaper, defining agents, tools, orchestration layers, and more.]]></description>
        </item>
        <item>
            <title><![CDATA[What Is Vercel's AI SDK?]]></title>
            <link>https://www.aihero.dev/what-is-the-ai-sdk</link>
            <guid>https://www.aihero.dev/what-is-the-ai-sdk</guid>
            <pubDate>Fri, 17 Jan 2025 11:53:39 GMT</pubDate>
            <description><![CDATA[Learn how Vercel's AI SDK simplifies building AI apps by providing a unified API to interact with different LLM providers.]]></description>
        </item>
        <item>
            <title><![CDATA[Build Your First Agent With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/agents-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/agents-with-vercel-ai-sdk</guid>
            <pubDate>Wed, 15 Jan 2025 11:51:43 GMT</pubDate>
            <description><![CDATA[Let's build an AI agent. Learn how LLM's can respond to the results of tool calls with Vercel's AI SDK.]]></description>
        </item>
        <item>
            <title><![CDATA[Generate Arrays With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/generate-arrays-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/generate-arrays-with-vercel-ai-sdk</guid>
            <pubDate>Mon, 13 Jan 2025 15:14:14 GMT</pubDate>
            <description><![CDATA[Learn how to use Vercel's AI SDK to generate arrays of objects with a Zod schema for creating fake user data.]]></description>
        </item>
        <item>
            <title><![CDATA[Create Embeddings With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/create-embeddings-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/create-embeddings-with-vercel-ai-sdk</guid>
            <pubDate>Wed, 08 Jan 2025 09:48:51 GMT</pubDate>
            <description><![CDATA[Learn how to use Vercel's AI SDK to create and search embeddings for words and data.]]></description>
        </item>
        <item>
            <title><![CDATA[Extract Structured Data From PDF's With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/structured-data-from-pdfs-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/structured-data-from-pdfs-with-vercel-ai-sdk</guid>
            <pubDate>Wed, 08 Jan 2025 09:38:39 GMT</pubDate>
            <description><![CDATA[Learn how to extract structured data from PDF invoices using the Vercel AI SDK and Zod schemas, enabling automated data processing and database storage.]]></description>
        </item>
        <item>
            <title><![CDATA[Build an Alt Text Generator With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/describe-images-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/describe-images-with-vercel-ai-sdk</guid>
            <pubDate>Wed, 08 Jan 2025 08:43:53 GMT</pubDate>
            <description><![CDATA[Learn how to use Vercel's AI SDK to generate alt text for images using both local files and URLs with a simple guide.]]></description>
        </item>
        <item>
            <title><![CDATA[Generate Enums With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/generate-enums-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/generate-enums-with-vercel-ai-sdk</guid>
            <pubDate>Wed, 08 Jan 2025 08:30:33 GMT</pubDate>
            <description><![CDATA[Learn how to build a sentiment analysis system using enums and the AI SDK to classify text as positive, negative, or neutral in just a few lines of code.]]></description>
        </item>
        <item>
            <title><![CDATA[Streaming Objects With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/streaming-objects-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/streaming-objects-with-vercel-ai-sdk</guid>
            <pubDate>Tue, 07 Jan 2025 14:57:33 GMT</pubDate>
            <description><![CDATA[Learn how to stream structured outputs from an LLM using Vercel's AI SDK.]]></description>
        </item>
        <item>
            <title><![CDATA[Tool Calling With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/tool-calls-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/tool-calls-with-vercel-ai-sdk</guid>
            <pubDate>Tue, 07 Jan 2025 11:40:24 GMT</pubDate>
            <description><![CDATA[Learn how to do tool calling in TypeScript with Vercel's AI SDK, using the simplest possible example.]]></description>
        </item>
        <item>
            <title><![CDATA[Structured Outputs with Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/structured-outputs-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/structured-outputs-with-vercel-ai-sdk</guid>
            <pubDate>Sun, 05 Jan 2025 20:23:27 GMT</pubDate>
            <description><![CDATA[Discover how to use Vercel's AI SDK for structured outputs with OpenAI, focusing on efficient data retrieval in predefined formats.]]></description>
        </item>
        <item>
            <title><![CDATA[Use Local Models With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/use-local-models-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/use-local-models-with-vercel-ai-sdk</guid>
            <pubDate>Sun, 05 Jan 2025 20:21:34 GMT</pubDate>
            <description><![CDATA[Learn how to connect Vercel's AI SDK to local or remote models using OpenAI-compatible APIs, featuring LM Studio integration on localhost.]]></description>
        </item>
        <item>
            <title><![CDATA[Working With Message Histories In Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/vercel-ai-sdk-messages-array</link>
            <guid>https://www.aihero.dev/vercel-ai-sdk-messages-array</guid>
            <pubDate>Sun, 05 Jan 2025 20:20:34 GMT</pubDate>
            <description><![CDATA[Learn how to manage conversation history in AI chatbots using Vercel AI SDK's CoreMessage array. A practical guide with TypeScript examples.]]></description>
        </item>
        <item>
            <title><![CDATA[Hot-Swap AI Models With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/swap-ai-models-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/swap-ai-models-with-vercel-ai-sdk</guid>
            <pubDate>Sun, 05 Jan 2025 20:19:28 GMT</pubDate>
            <description><![CDATA[Learn how to easily switch AI models using Vercel's AI SDK for flexible and decoupled application development.]]></description>
        </item>
        <item>
            <title><![CDATA[Adding System Prompts With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/system-prompts-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/system-prompts-with-vercel-ai-sdk</guid>
            <pubDate>Sun, 05 Jan 2025 20:16:29 GMT</pubDate>
            <description><![CDATA[Learn how to use system prompts with Vercel's AI SDK to customise the LLM's behavior.]]></description>
        </item>
        <item>
            <title><![CDATA[Streaming Text With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/streaming-text-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/streaming-text-with-vercel-ai-sdk</guid>
            <pubDate>Sun, 05 Jan 2025 20:15:55 GMT</pubDate>
            <description><![CDATA[Learn how to use Vercel's AI SDK to stream text to massively improve your user's experience.]]></description>
        </item>
        <item>
            <title><![CDATA[Generate Text With Vercel's AI SDK]]></title>
            <link>https://www.aihero.dev/generate-text-with-vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/generate-text-with-vercel-ai-sdk</guid>
            <pubDate>Fri, 03 Jan 2025 13:33:50 GMT</pubDate>
            <description><![CDATA[Learn how to generate AI text responses using Vercel's AI SDK with Anthropic's Claude models. Simple setup for text generation in TypeScript.]]></description>
        </item>
        <item>
            <title><![CDATA[Vercel's AI SDK Future-proofs Your AI Stack]]></title>
            <link>https://www.aihero.dev/vercel-ai-sdk</link>
            <guid>https://www.aihero.dev/vercel-ai-sdk</guid>
            <pubDate>Thu, 02 Jan 2025 08:47:06 GMT</pubDate>
            <description><![CDATA[Future-proof your AI features with Vercel's AI SDK. Write once, run anywhere across OpenAI, Anthropic, and other LLM providers.]]></description>
        </item>
        <item>
            <title><![CDATA[Here's 2024's best resource on prompt engineering]]></title>
            <link>https://www.aihero.dev/the-prompt-report</link>
            <guid>https://www.aihero.dev/the-prompt-report</guid>
            <pubDate>Sat, 28 Dec 2024 14:01:32 GMT</pubDate>
            <description><![CDATA[Explore the top prompt engineering resource of 2025, featuring a detailed taxonomy and links to further research.]]></description>
        </item>
        <item>
            <title><![CDATA[Anthropic thinks you should build agents like this]]></title>
            <link>https://www.aihero.dev/building-effective-agents</link>
            <guid>https://www.aihero.dev/building-effective-agents</guid>
            <pubDate>Fri, 27 Dec 2024 14:41:50 GMT</pubDate>
            <description><![CDATA[Learn how agents differ from workflows and why to start AI projects with LLM APIs, not frameworks.]]></description>
        </item>
        <item>
            <title><![CDATA[Evalite - an Early Preview]]></title>
            <link>https://www.aihero.dev/evalite-an-early-preview</link>
            <guid>https://www.aihero.dev/evalite-an-early-preview</guid>
            <pubDate>Mon, 02 Dec 2024 12:24:31 GMT</pubDate>
            <description><![CDATA[An early preview of Evalite, a local-first, TypeScript-native tool for testing LLM-powered apps, based on Vitest.]]></description>
        </item>
        <item>
            <title><![CDATA[The Three Types Of Evals]]></title>
            <link>https://www.aihero.dev/three-types-of-evals</link>
            <guid>https://www.aihero.dev/three-types-of-evals</guid>
            <pubDate>Tue, 26 Nov 2024 15:54:16 GMT</pubDate>
            <description><![CDATA[Learn about deterministic evals, human feedback, and LLM-as-a-judge.]]></description>
        </item>
        <item>
            <title><![CDATA[Anthropic's new Model Context Protocol In 2 Minutes]]></title>
            <link>https://www.aihero.dev/anthropics-new-model-context-protocol-in-2-minutes~hc0tx</link>
            <guid>https://www.aihero.dev/anthropics-new-model-context-protocol-in-2-minutes~hc0tx</guid>
            <pubDate>Mon, 25 Nov 2024 19:29:39 GMT</pubDate>
            <description><![CDATA[Connect AI assistants to data systems seamlessly using JSON-RPC, with TypeScript and Python SDKs.]]></description>
        </item>
        <item>
            <title><![CDATA[2025: The Year Building With GenAI's Gets Boring]]></title>
            <link>https://www.aihero.dev/2025-the-year-building-with-gen-ais-gets-boring~d53hd</link>
            <guid>https://www.aihero.dev/2025-the-year-building-with-gen-ais-gets-boring~d53hd</guid>
            <pubDate>Thu, 21 Nov 2024 13:29:23 GMT</pubDate>
            <description><![CDATA[The future of GenAI's is dull, workaday usefulness. For the application builder, they are a tool like any other.]]></description>
        </item>
        <item>
            <title><![CDATA[Your App Is Only As Good As Its Evals]]></title>
            <link>https://www.aihero.dev/what-are-evals</link>
            <guid>https://www.aihero.dev/what-are-evals</guid>
            <pubDate>Mon, 18 Nov 2024 14:32:46 GMT</pubDate>
            <description><![CDATA[How do you know if your AI application is hallucinating? How do you ensure it's outputting what you want it to? Evals are the answer.]]></description>
        </item>
        <item>
            <title><![CDATA[AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The vocabulary of AI coding, translated into plain English for engineers.]]></description>
        </item>
        <item>
            <title><![CDATA[Model | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/model</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/model</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The parameters. Stateless — does next-token prediction and nothing else. Cannot do anything agentic on its own.]]></description>
        </item>
        <item>
            <title><![CDATA[Parameters | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/parameters</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/parameters</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The numbers inside a model — often billions — tuned during training. Everything the model knows lives in them. Also called weights.]]></description>
        </item>
        <item>
            <title><![CDATA[Training | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/training</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/training</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The process that sets a model's parameters by exposing it to vast amounts of text and adjusting to improve next-token prediction.]]></description>
        </item>
        <item>
            <title><![CDATA[Inference | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/inference</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/inference</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Running a trained model to generate output — what happens on every model provider request. Parameters stay fixed.]]></description>
        </item>
        <item>
            <title><![CDATA[Token | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/token</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/token</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The atomic unit a model reads and writes. Roughly word-sized but not exactly. Context window size, cost, and latency all count tokens.]]></description>
        </item>
        <item>
            <title><![CDATA[Next-token prediction | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/next-token-prediction</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/next-token-prediction</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[What the model actually does. Samples one next token from the context, appends it, and runs again. Its only mode of operation.]]></description>
        </item>
        <item>
            <title><![CDATA[Non-determinism | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/non-determinism</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/non-determinism</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The same input can produce different output. A property of how models generate text and how providers serve requests.]]></description>
        </item>
        <item>
            <title><![CDATA[Model provider | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/model-provider</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/model-provider</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Whatever serves a model for inference. Usually remote (Anthropic, OpenAI, Google), but can also be local (Ollama, llama.cpp).]]></description>
        </item>
        <item>
            <title><![CDATA[Harness | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/harness</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/harness</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Everything around the model that turns it into an agent: tools, system prompt, context-window management, permissions, hooks.]]></description>
        </item>
        <item>
            <title><![CDATA[Model provider request | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/model-provider-request</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/model-provider-request</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[One round-trip from the harness to the model provider. The harness sends context; the provider returns one response.]]></description>
        </item>
        <item>
            <title><![CDATA[Input tokens | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/input-tokens</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/input-tokens</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Tokens the harness sends on each model provider request. Billed at a lower rate than output tokens.]]></description>
        </item>
        <item>
            <title><![CDATA[Output tokens | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/output-tokens</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/output-tokens</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Tokens the model generates back. Billed at a higher rate than input tokens, since they cost more compute to produce.]]></description>
        </item>
        <item>
            <title><![CDATA[Prefix cache | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/prefix-cache</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/prefix-cache</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The provider-side store that lets consecutive requests skip re-processing a shared prefix, billing those tokens at a lower rate.]]></description>
        </item>
        <item>
            <title><![CDATA[Cache tokens | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/cache-tokens</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/cache-tokens</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Input tokens the provider has cached from a previous request via its prefix cache, billed at a much lower rate.]]></description>
        </item>
        <item>
            <title><![CDATA[Stateless | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/stateless</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/stateless</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Carries no information forward. The model is stateless across requests; an agent is stateless across sessions by default.]]></description>
        </item>
        <item>
            <title><![CDATA[Context | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/context</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/context</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The relevant information the agent has access to right now — what the agent knows that's pertinent to the task.]]></description>
        </item>
        <item>
            <title><![CDATA[Context window | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/context-window</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/context-window</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Everything the model sees on each model provider request. Finite, model-specific, the only surface through which the model perceives.]]></description>
        </item>
        <item>
            <title><![CDATA[Stateful | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/stateful</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/stateful</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Carries information forward. Sessions are stateful across turns; agents can be made stateful across sessions via a memory system.]]></description>
        </item>
        <item>
            <title><![CDATA[Agent | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/agent</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/agent</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A model harnessed with tools, a system prompt, and a context window, that takes turns with a user. The model in motion.]]></description>
        </item>
        <item>
            <title><![CDATA[System prompt | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/system-prompt</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/system-prompt</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The instructions the harness prepends to every model provider request — the agent's standing brief. Usually stable across a session.]]></description>
        </item>
        <item>
            <title><![CDATA[Session | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/session</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/session</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[One bounded run of interaction with an agent. Starts empty, accumulates, ends when cleared, closed, or compacted into a fresh session.]]></description>
        </item>
        <item>
            <title><![CDATA[Turn | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/turn</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/turn</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[One user message plus everything the agent does in response, up until it yields back to the user. Contains one or more provider requests.]]></description>
        </item>
        <item>
            <title><![CDATA[Environment | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/environment</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/environment</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The world the agent acts on — anything outside the harness that the agent perceives via tool results and changes via tool calls.]]></description>
        </item>
        <item>
            <title><![CDATA[Filesystem | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/filesystem</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/filesystem</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A tree of files and directories the agent reads from, writes to, and executes within — the default environment for a coding agent.]]></description>
        </item>
        <item>
            <title><![CDATA[Tool | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/tool</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/tool</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A function the harness exposes for the agent to call — Read, Write, Bash, Search. How an agent perceives and acts on the environment.]]></description>
        </item>
        <item>
            <title><![CDATA[Tool call | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/tool-call</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/tool-call</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The model's output naming a tool and its arguments — just structured text. The harness has to read it and execute.]]></description>
        </item>
        <item>
            <title><![CDATA[Tool result | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/tool-result</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/tool-result</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[What the harness sends back after executing a tool call — file contents, output, or error. The agent's only window onto the environment.]]></description>
        </item>
        <item>
            <title><![CDATA[MCP | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/mcp</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/mcp</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A protocol for plugging external tool servers into a harness — how an agent gets tools beyond what the harness ships with.]]></description>
        </item>
        <item>
            <title><![CDATA[Permission request | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/permission-request</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/permission-request</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[What the harness shows the user before executing a tool call that isn't pre-approved. The mechanism for putting a human in the loop.]]></description>
        </item>
        <item>
            <title><![CDATA[Permission mode | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/permission-mode</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/permission-mode</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The permission-gating slice of an agent mode — which tool calls trigger a permission request and which run automatically.]]></description>
        </item>
        <item>
            <title><![CDATA[Agent mode | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/agent-mode</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/agent-mode</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A preset bundling a permission mode with behavioral instructions injected into the system prompt. Can flip mid-session.]]></description>
        </item>
        <item>
            <title><![CDATA[Sandbox | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/sandbox</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/sandbox</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[An isolated environment the agent runs inside — container, VM, or restricted shell. Limits the blast radius of agent actions.]]></description>
        </item>
        <item>
            <title><![CDATA[Sycophancy | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/sycophancy</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/sycophancy</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Confidently agreeable model output. Caused by training that shaped the model to favor answers humans liked — including agreement.]]></description>
        </item>
        <item>
            <title><![CDATA[Hallucination | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/hallucination</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/hallucination</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Confidently-wrong model output. Two flavors: factuality (invented facts) and faithfulness (drift from loaded context).]]></description>
        </item>
        <item>
            <title><![CDATA[Parametric knowledge | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/parametric-knowledge</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/parametric-knowledge</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[What the model knows from training, stored in its parameters. Frozen at training time. Counterpart to contextual knowledge.]]></description>
        </item>
        <item>
            <title><![CDATA[Knowledge cutoff | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/knowledge-cutoff</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/knowledge-cutoff</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The date past which a model has no parametric knowledge. Post-cutoff libraries and APIs are fabrication traps unless docs are loaded.]]></description>
        </item>
        <item>
            <title><![CDATA[Contextual knowledge | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/contextual-knowledge</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/contextual-knowledge</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Facts the agent can read directly from the context right now. Counterpart to parametric knowledge.]]></description>
        </item>
        <item>
            <title><![CDATA[Attention relationship | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/attention-relationship</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/attention-relationship</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The pairing between two tokens — meaningful pairs influence each other more than unrelated ones. A context of N tokens has ~N² of these.]]></description>
        </item>
        <item>
            <title><![CDATA[Attention budget | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/attention-budget</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/attention-budget</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Each token has a finite amount of influence to distribute across the rest of the context. Per-token, doesn't grow when context does.]]></description>
        </item>
        <item>
            <title><![CDATA[Attention degradation | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/attention-degradation</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/attention-degradation</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[As a session grows, each token's attention budget spreads across more competitors; signal on meaningful relationships shrinks.]]></description>
        </item>
        <item>
            <title><![CDATA[Smart zone | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/smart-zone</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/smart-zone</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Early in a session the agent is sharp and focused. As the session grows it drifts into a dumb zone: sloppier, forgetful, more mistakes.]]></description>
        </item>
        <item>
            <title><![CDATA[Clearing | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/clearing</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/clearing</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Ending the current session and starting a fresh one. The next message begins with an empty session and an empty context window.]]></description>
        </item>
        <item>
            <title><![CDATA[Handoff | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/handoff</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/handoff</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Transferring agent context from one session to another, with no return path. Carry mechanism varies — artifact, compaction, others.]]></description>
        </item>
        <item>
            <title><![CDATA[Handoff artifact | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/handoff-artifact</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/handoff-artifact</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A document used as the carry mechanism for a handoff — written by one session to be read by another.]]></description>
        </item>
        <item>
            <title><![CDATA[Spec | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/spec</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/spec</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A handoff artifact describing a multi-session piece of work — what's being built, not how each session does its share. Made of tickets.]]></description>
        </item>
        <item>
            <title><![CDATA[Ticket | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/ticket</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/ticket</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A handoff artifact scoping one session of work. Stands alone or hangs off a spec. Can block or be blocked by sibling tickets.]]></description>
        </item>
        <item>
            <title><![CDATA[Compaction | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/compaction</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/compaction</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A handoff done in-memory: the previous session's history is summarised and seeds a fresh session. Lossy — detail traded for headroom.]]></description>
        </item>
        <item>
            <title><![CDATA[Autocompact | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/autocompact</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/autocompact</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Compaction triggered automatically by the harness when the context window approaches full.]]></description>
        </item>
        <item>
            <title><![CDATA[Memory system | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/memory-system</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/memory-system</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A system that attempts to make an agent stateful across sessions by persisting to the environment and reloading at session start.]]></description>
        </item>
        <item>
            <title><![CDATA[AGENTS.md | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/agents-md</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/agents-md</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A file in the environment that the harness loads into the context window at session start — the project's standing brief to the agent.]]></description>
        </item>
        <item>
            <title><![CDATA[Progressive disclosure | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/progressive-disclosure</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/progressive-disclosure</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[Loading only the context an agent needs right now, with context pointers to the rest. Borrowed from UI design.]]></description>
        </item>
        <item>
            <title><![CDATA[Context pointer | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/context-pointer</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/context-pointer</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A mention in one document that points to another, so the agent can pull it into context only when the task calls for it.]]></description>
        </item>
        <item>
            <title><![CDATA[Skill | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/skill</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/skill</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A teachable capability bundled as a unit — kept out of the context window until a context pointer pulls it in for the task at hand.]]></description>
        </item>
        <item>
            <title><![CDATA[Subagent | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/subagent</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/subagent</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[An agent spawned by another agent via a tool call. Runs in its own session, reports a single tool result. Cannot spawn further subagents.]]></description>
        </item>
        <item>
            <title><![CDATA[Human-in-the-loop | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/human-in-the-loop</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/human-in-the-loop</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A working pattern where one or more humans pair with the agent during a session — reviewing, redirecting, or collaborating in real time.]]></description>
        </item>
        <item>
            <title><![CDATA[AFK | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/afk</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/afk</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A working pattern where the user kicks off a session and leaves the agent to run unattended (away from keyboard).]]></description>
        </item>
        <item>
            <title><![CDATA[Automated check | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/automated-check</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/automated-check</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A deterministic verification that runs in the environment — tests, type checks, lints, build, pre-commit hooks. Pass/fail, no judgement.]]></description>
        </item>
        <item>
            <title><![CDATA[Automated review | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/automated-review</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/automated-review</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[An agent reviewing another agent's work, often with a different model or system prompt. Non-deterministic: it forms a judgement.]]></description>
        </item>
        <item>
            <title><![CDATA[Human review | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/human-review</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/human-review</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The user reading the code the agent produced and forming a judgement on it. Reading the diff counts; reading the summary doesn't.]]></description>
        </item>
        <item>
            <title><![CDATA[Vibe coding | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/vibe-coding</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/vibe-coding</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A working pattern where the user accepts the agent's code without human review. The diff is treated as opaque.]]></description>
        </item>
        <item>
            <title><![CDATA[Design concept | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/design-concept</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/design-concept</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[The shared understanding of what's being built, held in common between user and agent but separate from any asset.]]></description>
        </item>
        <item>
            <title><![CDATA[Grilling | AI Coding Dictionary]]></title>
            <link>https://www.aihero.dev/ai-coding-dictionary/grilling</link>
            <guid>https://www.aihero.dev/ai-coding-dictionary/grilling</guid>
            <pubDate>Thu, 07 May 2026 06:42:44 GMT</pubDate>
            <description><![CDATA[A technique for developing a design concept: the agent interviews the user Socratically, one decision at a time.]]></description>
        </item>
        <item>
            <title><![CDATA[Skills Changelog: /handoff, /prototype, /review and /writing]]></title>
            <link>https://www.aihero.dev/skills/skills-changelog-handoff-prototype-review-and-writing</link>
            <guid>https://www.aihero.dev/skills/skills-changelog-handoff-prototype-review-and-writing</guid>
            <pubDate>Mon, 11 May 2026 10:38:47 GMT</pubDate>
            <description><![CDATA[Two new AI agent skills: /handoff for passing context between agents, and /prototype for building throwaway prototypes to test design decisions.]]></description>
        </item>
        <item>
            <title><![CDATA[Skills Changelog: Ubiquitous Language -> /grill-with-docs]]></title>
            <link>https://www.aihero.dev/skills/skills-changelog-ubiquitous-language-grill-with-docs</link>
            <guid>https://www.aihero.dev/skills/skills-changelog-ubiquitous-language-grill-with-docs</guid>
            <pubDate>Thu, 30 Apr 2026 10:36:43 GMT</pubDate>
            <description><![CDATA[Skills repo changelog: /grill-with-docs, ADRs, improved architecture language, multi-tracker support & new debugging skills. Updates inside.]]></description>
        </item>
    </channel>
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