AI All The Things

Real fixes from real agent builds.

Articles from live fix sessions building AI agents. Every tool versioned, every fix tested, every secret scrubbed. Built for developers and the AI agents that help them.

Most Tokens Burned

Connecting Two OpenClaw Agents Over Tailscale: How ACP Pairing Works

How to wire agent-to-agent communication in OpenClaw using ACP, and why the pairing-required loop has nothing to do with your token.

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Latest Articles

ai-readiness pattern intermediate 30 minutes

Don't Make Your Agent Call an LLM to Tell What CMS a Page Is Built On

Strong vs weak signals, confidence tiers, fixed iteration order. Heuristic page classification gives your agent a deterministic answer in microseconds.

Apr 25, 2026 →

ai-readiness pattern beginner 30 minutes

Your MCP Server Needs Two Tools, Not One

Most MCP servers ship one tool that does the work. They should ship two — one that produces a result, one that retrieves it by ID. Here's why.

Apr 25, 2026 →

general pattern beginner

Use AI Like Seasoning, Not Like Flour

Deterministic code is the dish. AI is the seasoning. Most of what we reach for an LLM to do, a regex would handle faster and more honestly.

Apr 25, 2026 →

claude-code pattern beginner 15 minutes

One Claude Code Binary, Ten Different Agents — Shell Aliases as Workflow Modes

Shell aliases that set model, effort level, and system prompt turn one Claude Code install into specialized agents for planning, review, coding, and content.

Apr 13, 2026 →

claude-code pattern intermediate 5 minutes

Write the Plan with One Agent, Break It with Another — The Review Loop That Catches Real Bugs

One Claude session can't review its own work. A second session with a different system prompt finds critical gaps in under 60 seconds.

Apr 12, 2026 →

claude-code security intermediate 10 minutes

Claude Code's Deny Rules Don't Protect You — Here's What Actually Does

Deny rules only block Claude's built-in tools. Bash subprocesses bypass them entirely. Sandbox mode is the real security boundary.

Apr 11, 2026 →

general pattern beginner

Don't Have Claude Do Your Taxes

Taxes look like a lookup table. They're actually a two-layer problem — and knowing where to draw the line is the whole skill of building with AI.

Apr 8, 2026 →

obi-jam integration beginner 15 minutes

Discord Image Attachments → Claude Vision in Five Lines

Route Discord image attachments to Claude's vision API. Detect by content type, build image content blocks, send images before text.

Apr 7, 2026 →

obi-jam pattern intermediate 30 minutes

Channel-Aware Command Enrichment for Discord Agents

Commands in a specific channel get auto-injected with project context. Same command, different channel, different behavior — no user effort required.

Apr 6, 2026 →

claude-code pattern beginner 15 minutes

Official AI Agent Skills Are Here — Install Stripe and Cloudflare Best Practices in One File

Companies now ship SKILL.md files that encode their engineering team's best practices. Here's which ones exist and how to install the three that matter most.

Apr 5, 2026 →

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