Ai

17 posts in this category

Found 17 posts

2026-05-20

How production-grade AI agents actually work

A plain-English walkthrough of the control plane, tool plane, memory, guardrails, sub-agents, and observability behind production-grade AI agents.

AIArchitectureAgents

2026-05-15

3 min read

How to work with any generative AI

Switching from ChatGPT to Claude to Gemini to Grok, or to any open source model, shouldn't mean relearning how to prompt, what to trust, and what's safe to hand off. Under the hood they share the same handful of traits, and the same few habits get good results from all of them.

aifundamentals

2026-05-14

2 min read

Skills, CLAUDE.md, subagents, hooks, or MCP, when to use which

Claude Code has five customization layers. Pick the wrong one and you get a Skill that never fires, a hook doing subagent work, or a CLAUDE.md so bloated it eats half your context before you type. Here's where each one belongs.

aiclaude-code+1

2026-05-03

5 min read

How to keep multiple coding agents from overwriting each other

The practical workflow I use for parallel AI coding agents: one worktree per agent, one branch per task, clear file ownership, protected main, and shared instructions through AGENTS.md or CLAUDE.md.

aisoftware-development+1

2026-04-18

6 min read

How to turn a website into an MCP server

A concrete walkthrough of how I turned davidloor.com into an MCP server that Claude Desktop and Cursor can query. The tools, the Cloudflare Worker setup, the gotchas, and what to expose.

aicloud+1

2026-03-25

6 min read

How I built RFP Search, an AI-powered RFP aggregator

I built an automated platform that scrapes 11 government and nonprofit RFP sources nightly, uses Llama 3.1 to extract structured data, and serves it all from Cloudflare Workers.

aisoftware-development+1

2026-03-15

5 min read

AI agent patterns I learned from building AIdaemon

Seven well-known AI agent patterns and how they actually work inside AIdaemon, a self-hosted AI agent daemon I've been building in Rust.

aisoftware-development

2026-03-05

7 min read

How to run Claude Code autonomously for hours without babysitting it

I ran Claude Code for 27 hours straight. It completed 84 tasks, found bugs, fixed them, and retested. All while I slept. Here's the workflow.

aisoftware-development+1

2026-03-05

3 min read

Setting up the Claude Code Chrome extension for browser automation

Quick setup guide for the Claude in Chrome extension. Three things to install, one flag to run, and Claude Code can interact with your browser.

aisoftware-development

2026-02-22

5 min read

How I connected a Telegram bot to my backend for real-time prosody analysis

I built a backend that receives voice messages from Telegram, analyzes speech prosody with Praat, and returns AI coaching feedback. Here's how the webhook, auth, and audio pipeline fit together.

backendai+1

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Blog archive

Ai

How production-grade AI agents actually work

How to work with any generative AI

Skills, CLAUDE.md, subagents, hooks, or MCP, when to use which

How to keep multiple coding agents from overwriting each other

How to turn a website into an MCP server

How I built RFP Search, an AI-powered RFP aggregator

AI agent patterns I learned from building AIdaemon

How to run Claude Code autonomously for hours without babysitting it

Setting up the Claude Code Chrome extension for browser automation

How I connected a Telegram bot to my backend for real-time prosody analysis

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