#prompt-engineering
4 posts
-
Async Runs and Prompt Caching
Phases 85-87 of kodr: the web sketch grows into a task-shaped control plane with SSE, a conservative provider-aware prompt cache, and a context packer split into stable and volatile sections so a prefix cache has a chance.
#ai#kodr#local-models#agents#automation#prompt-engineering -
Subagent Orchestration: Divide Judgment, Not Work
Phases 80-83 and 89 of kodr: splitting planner, implementer and reviewer into isolated model conversations, giving each its own model, shrinking the handoffs, and making sure every stage inherits the real harness contract.
#ai#kodr#local-models#agents#prompt-engineering#context -
Evals, Scores, and Prompt Receipts
Phases 37-38 of kodr: a scored eval command so model regressions surface as a number instead of a squint, and prompt versioning so every run can be traced back to the exact prompt that produced it.
#ai#kodr#local-models#agents#verification#prompt-engineering -
Context Is Just an Input
Phase 06 of kodr: build the workspace context for a prompt deterministically, then let yourself look at it before it ever hits the model.
#ai#local-models#agents#context#prompt-engineering#kodr