Case studies & builds

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RAG systems, applied ML tools and product engineering work. Each one names the constraint it was built against.

Tech: Claude Code

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Fleet Orchestrator: Maintenance that runs while I'm doing something else

Fleet Orchestrator· AI/ML· Active

Scheduled Claude routines that keep my repositories healthy without me: dependency hygiene, CI repair, test backfill and PR shepherding, with every merge decision handed to merge-gate.

ActiveJun 2026

Maintenance that runs while I'm doing something else

Fleet Orchestrator

Scheduled Claude routines that keep my repositories healthy without me: dependency hygiene, CI repair, test backfill and PR shepherding, with every merge decision handed to merge-gate.

AI/ML · Tools

Highlights

986 fleet PRs merged in the 60 days to 6 September 2026, about 115 a week
Every repository audited against one scorecard before the first loop ran
Merge policy moved out into merge-gate rather than vendored into each loop

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