adoption metrics

7 articles · 11 co-occurring · 0 contradictions · 6 briefs

Claude Code contribution metrics to help you track PRs and lines of code contributed with the help of Claude Code" — Concrete example of contribution tracking implementation showing real-world measure

Related concepts

tool integration patterns 2 retrieval augmented generation 2 multi agent orchestration 2 model selection strategy 2 model context protocol 1 mcp servers 1 llm evaluation 1 human ai collaboration 1 code generation 1 agent workflow integration 1 agent behavior customization 1

Signal history

2026-W15

2026-W14

Evidence chain (7 articles, showing 7)

@alexhillman: is anybody doing work on tracing provenance for real collaboration with ai ag... example_of

@IntuitMachine: Everyone "thinks" that OpenAI owns the enterprise. And everyone "knows" the A... supports

Enterprise spend jumped from $1.7B to $37B in two years. That's a 3.2x YoY increase. This isn't a bubble. It's the fastest software adoption in history." — Article provides concrete spending data demo

@a1zhang: Ran a small eval today on an LM using GPT-5.2 as a judge. Model scores 10%, b... extends

I see that the paper uses GPT-5.1 as a judge; for the sake of consistency I change it. Switch to GPT-5.1 as a judge. Model now scores 43.5%..." — Reveals that judge model selection dramatically affect

@Vtrivedy10: We've been curating evaluations to measure and improve Deep Agents. Deep Agen... extends

It's helpful to have a taxonomy of evals to get a middle view of how agents perform (not a single number, not individual runs)." — Article proposes structured taxonomy approach to agent metrics, avoid

AI Weekly: Claude Code Dominates, MCP Goes Mainstream — Week of March 5, 2026 - DEV Community supports

95% of respondents now use AI tools at least weekly, and 75% report using AI for half or more of their software engineering work." — Survey data from ~1000 developers shows 95% weekly AI tool use and

@petergyang: If the future is agents using your product, how do you even track user retent... extends

If the future is agents using your product, how do you even track user retention and build customer loyalty?" — Article reframes user retention metrics for agent-native products, suggesting fundamenta

@micLivs: markit is about to hit 1000 starts in a week, which is a nice record for me! example_of

markit is about to hit 1000 starts in a week, which is a nice record for me!" — 1000 GitHub stars milestone demonstrates measurable adoption and community validation of the markit project.

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