M

Author

M. Patel

AI dev workflow

Claude Code behind a proxy: which safety nets stop running (2026)

A proxy changes where Claude Code's requests go. It also changes which of its own safety nets are still running. The credential variable is a header choice, the base URL alone does not move your billing, and a gateway context limit turns off auto compact recovery. Field log, September 2026.

10 min read218
AI dev workflow

llms.txt in 2026: I measured who actually reads it

Eleven of fifteen documentation sites serve a real llms.txt. Zero of the five major AI crawler operators document reading yours. Measured on 8 September 2026 with a plain HTTP client, including the commands, plus the one part of the file that does pay off.

9 min read206
AI dev workflow

Agent Client Protocol and MCP are not the same layer (2026)

ACP and MCP sit on opposite sides of the agent: MCP connects an agent to tools, ACP connects an editor to the agent. The spec calls itself MCP-friendly and passes your MCP servers inside session/new. The catch is the transport floor: stdio is mandatory, HTTP and SSE are optional capabilities.

9 min read208
AI dev workflow

OpenCode Go in 2026: three sources, three different limits

OpenCode Go's own page states usage limits as requests per five hours, per model, across fourteen models running 110 to 45,300. The two third-party pages that rank for the term describe the same plan as a three-tier dollar budget on a lineup that has largely turned over. A field log on which source to trust and why.

10 min read620