Writing about Niki.
Architecture reasoning, release breakdowns and design decisions — the why behind the pipeline.
writing · ship notes · deep dives
Niki 0.7.0: plan mode, honest metering, and a headless CI contract
The 0.7.0 release ships plan-first workflows, oracle-integrity testing, hard-enforced spend caps, and a stable JSON contract for automation.
ReadWhy four agents beat one
Confirmation bias, context drift and the babysitting tax are structural failures of single-agent loops. Independence is the fix.
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