KiroApr 16, 20261 min read

Root cause in 33 seconds: How Kiro CLI saved 4 years of build time

33 seconds. That’s all it took Kiro CLI to investigate a gnarly performance bottleneck, identify the root cause buried deep in a legacy codebase, and implement...

Performance Kiro CLI Performance Optimization

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Are AI coding agents actually getting better?

Six months of diagnostics data say yes, with caveats

AIDevTools

1 min

Kiro10d ago

Continuous Prompt Evaluation: How We Use LLM Judges and Live Signals to Improve Kiro Agent Quality

Prompt behavior is difficult to validate exhaustively. A system prompt operates across combinations of models, tools, codebases, tasks, and users that no test...

AIDevTools

1 min

Kiro10d ago

How We Learned to Trust an AI Agent to Triage Production Incidents

At 2:33 AM PDT on a Sunday, an availability alarm fired for a frontier model. Production responses were stalling mid-stream, and monitoring opened a ticket...

AIDevTools

1 min

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