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// recent coverage 3 mentions

15:26

2026-06-19

getunblocked.com

artificial-intelligence

Measuring AI productivity yourself with gh, jq, and Git

Engineering organizations report AI usage up ~65% but PR throughput only 7.76%, revealing a gap between code generation and shippable output. Studies from DX and METR show developers overestimate AI p…

10:42

2026-05-29

github.com

ai-tools

Piper – DevOps copilot where the LLM picks typed actions, not shell

Piper, a new DevOps copilot, operates with a safety-first architecture where a large language model never directly executes commands — it only selects typed actions from a fixed catalog, which are the…

18:19

2026-05-28

dev.to

ai-tools

I built a local MCP server that gives Claude Code real PR context — 33s reviews instead of 90s

A developer built a local MCP server that provides Claude Code with real PR context, including blame history, linked issues, and structured review formats. The tool reduces PR review time from 90 seco…

// co-occurs with top 8 entities

PIPER 1 DevOps 1 LLM 1 SSH 1 kubectl 1 docker 1 aws 1 Claude Code 1