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Coding Agents

Building, debugging, and scaling AI coding agents for complex software development projects and team workflows.

35 posts

How to Build an AI Agent That Self-Verifies Its Own Code

Build AI agent that self-verifies code. Test generation, assertion creation, and the verification loop that catches errors before human review.

How to Debug Infinite Agent Loops Without Losing Your Mind

Debug infinite agent loops effectively. Why agents get stuck, common loop patterns, and the diagnostic techniques that break them fast.

How to Give AI Agents Tools Without Context Pollution

Give AI agents tools without context pollution. Tool selection strategies, context isolation, and the architecture that keeps agent output clean and focused.

My Agent Built an App That Almost Worked The 80 Percent Completion Problem

The 80% completion problem in AI coding. Why agents build apps that almost work, the missing 20% that matters, and how to push through to complete.

The Best Multi-Agent Setup for Complex Projects in 2026

Best multi-agent setup for complex projects. Role assignment, communication protocols, and the architecture patterns that make multi-agent systems reliable.

The Plan Mode vs Execute Mode Framework for Reliable Agent Output

Plan mode vs execute mode framework. Why separating planning from execution produces reliable agent output and how to implement it in your workflow.

The Real Problem With AI Coding Tools in 2026

The real problem with AI coding tools in 2026. Its not the code quality — its the architecture decisions, context management, and trust assumptions.

Why Agents Work Locally But Crash at Scale Production Checklist

AI agents work locally but crash at scale. Production checklist covering environment differences, rate limits, error handling, and deployment verification.

Why You Should Never Trust AI-Generated Code Blindly

Why you should never trust AI-generated code blindly. Common hidden issues, security vulnerabilities, and the review checklist every developer needs.

Why Your AI Coding Agent Keeps Making the Same Mistakes

AI coding agent repeating mistakes. Why agents fail to learn from errors, the memory problem, and how to set up verification loops that catch repeated issues.

Agents for legacy code migration — how effective?

Learn how to agents for legacy code migration — how effective? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Best practices for agentic workflows in IDEs?

Learn how to best practices for agentic workflows in IDEs? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Best prompts for refactoring with agents?

Learn how to best prompts for refactoring with agents? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Best tools/combos for AI agents (Vercel, Composio, etc.)?

Learn how to best tools/combos for AI agents (Vercel, Composio, etc.)? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Best way to review and merge agent-generated code?

Learn how to best way to review and merge agent-generated code? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Best way to use Claude/Cursor for building full apps?

Learn how to best way to use Claude/Cursor for building full apps? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Common mistakes when scaling AI coding agents?

Learn how to common mistakes when scaling AI coding agents? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Differences between CLI agents vs IDE-integrated ones?

Learn how to differences between CLI agents vs IDE-integrated ones? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How do AI coding agents like Claude Code or Cursor actually work?

Learn how to how do AI coding agents like Claude Code or Cursor actually work? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to build my first AI coding agent?

Learn how to how to build my first AI coding agent? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to build verification tools/scripts for agents?

Learn how to how to build verification tools/scripts for agents? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to debug agent loops and infinite reasoning?

Learn how to how to debug agent loops and infinite reasoning? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to give agents tools without context pollution?

Learn how to how to give agents tools without context pollution? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to handle long-running agent tasks without failures?

Learn how to how to handle long-running agent tasks without failures? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to integrate agents with existing codebases?

Learn how to how to integrate agents with existing codebases? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to make agents self-verify their code?

Learn how to how to make agents self-verify their code? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to manage context in multi-file agent edits?

Learn how to how to manage context in multi-file agent edits? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to recover agents from sandbox or network failures?

Learn how to how to recover agents from sandbox or network failures? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to teach agents domain-specific knowledge?

Learn how to how to teach agents domain-specific knowledge? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

How to use agents for test generation and CI?

Learn how to how to use agents for test generation and CI? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Plan mode vs direct execution in coding agents?

Learn how to plan mode vs direct execution in coding agents? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Tips for using sub-agents or multi-agent systems?

Learn how to tips for using sub-agents or multi-agent systems? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

When should I use human-in-the-loop vs full autonomy?

Learn how to when should I use human-in-the-loop vs full autonomy? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Why do coding agents fail on complex projects?

Learn how to why do coding agents fail on complex projects? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.

Why won't my coding agent use LLMs proactively in code?

Learn how to why won't my coding agent use LLMs proactively in code? — with step-by-step instructions, best practices, and expert tips for AI developers in 2026.