PROBLEM
MCP - Developer built an MCP server for their pipeline
Developer built an MCP server for their pipeline system and wrote feature specs, but encountered a larger than expected refactor that led to a day of speccing instead of shipping.
Updated: 4/2/2026
day 8
ā built an MCP server for my pipeline system. agents manage their own backend now.
ā wrote 2 feature specs: situation awareness + timeline mode
fail: "just add one endpoint" became a 4-PR refactor. then spent the next day speccing instead of shipping.
learning: best way
Source: https://x.com/bntvllnt/status/2037180299537424623
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