KiroMar 24, 20261 min read

From copilots to coworkers at AAAI: the gap between agentic research and production

Based on the AAAI 2026 panel "From Copilots to Co-Workers: What Changes When AI Writes, Reads, and Reasons About Code?" — Singapore, January 27, 2026 ...

AI AI in Production Code Review Agentic Research Human-AI Collaboration

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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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