ollama37

Apply a built ollama37 image onto a testbed through CI — recreate the container, never docker compose by hand

Build the ollama37 CI image on a self-hosted GPU runner — never with a local make

Run a decision-grade FA/CUDA performance experiment via CI — verified throughput, self-reverting testbed

Graph-first verify discipline: re-ground in the codebase knowledge graph before AND after any non-trivial code change, and especially after a failed build/test or wrong output. Re-index the changed repo, re-trace the symbols you touched (callers, callees, data flow), and — for a port/adaptation — diff against the reference project, then verify against the live file before editing. Confirm any relationship- or reachability-based claim (who-calls, what-derefs, which-case-runs) with a graph trace, not grep alone. Use when implementing or porting non-trivial code, when an attempt fails, or before iterating on a fix. Complements (does not replace) the codebase-memory tool reference and codebase-graph-navigation IDE-movement skills.

Execute test cases with the simple judge by default, or opt in the agent judge

Generate YAML test cases from requirements or acceptance criteria