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Claude Code setup, prompting, MCP, agents, and AI workflows.
Send a read-only agent first
One agent spent three hours chasing a build error. A second agent read the migrations against the query code in two minutes and found the real bug. The lesson isn't about which AI is smarter, it's about audit-first workflows.
2026-05-06
Use a working-memory file as the handoff layer between AI coding sessions
AI coding agents forget everything between sessions. A working-memory.md file kept in the repo solves this, it's the shared brain that survives model switches, overnight gaps, and multi-agent collaboration.
2026-04-25
Default-first fallback orchestration for AI generation pipelines
AI generation routes that call a single provider are brittle. Default-first fallback orchestration makes them resilient: try the configured primary, fall back automatically on failure, record what actually ran, and let users override for one run without changing the default.
2026-04-25
How to split work across two AI agents without merge conflicts
When two AI agents work on the same codebase in parallel, file-level collisions are inevitable without a deliberate coordination pattern. Protected lanes and explicit ownership boundaries solve this without requiring real-time communication.
2026-04-25
The apps that read all your messages, and you installed them yourself
A universal messaging bridge ran silently on my Mac for months, relaying WhatsApp messages through its own servers. Here's what happened, how to check if you're affected, and how to remove it.
2026-04-18