release-gating

Research-to-production AI model release control plane connecting post-training experiments, baseline/candidate evaluation, regression analysis, safety/correctness checks, CI release gates, production telemetry, and evidence-linked SHIP · INVESTIGATE · HOLD decisions.

Custom GPT kit for Strategy 21: product strategy, engineering planning, decision memos, GitHub-ready briefs, and strategy-skill workflows.

Trace-driven RAG quality SDK for evaluation, bad-case analysis, experiment comparison, and release gating.

MLOps ticket triage with quality, routing, and auditable artifact promotion gates

Go-based internal developer platform control plane for service onboarding, release readiness, deployment gating, and observability-backed golden-path enforcement.

LLM eval regression gateway with provenance, independent approvals, deterministic release artifacts, FastAPI, metrics, Kubernetes, and Terraform.

AI-powered release gating. Write test cases in plain English, execute with Playwright, get a confidence score.

Deterministic AI agent evaluation and release-readiness harness with prompt versions, test cases, scoring, and Ship/Review/Block decisions.

Runnable evaluation and release-gating pipeline for ML/LLM models, with CI.

Synthetic semiconductor-operations demo with SPC lot-disposition gates, scanner qualification, replay assertions, and tamper-evident evidence.