reliability-testing

Environmental-test lab platform: SOP execution, ISO 17025 report generation, fixture tracking, and AI-assisted scheduling for temp/humidity chambers. FastAPI · React · SQLite · CI-gated pytest/Vitest.

A middleware for LangChain agents that intentionally injects failures (exceptions) into tool and model calls to test agent resilience.

Reliability testing for probabilistic AI decisions in system-one-models.

Local fault-injection lab for tool-using AI agents. Test timeouts, duplicate delivery, stale reads and recovery with deterministic assertions, replayable evidence, MCP and a local inspector.

Databricks Lakehouse + Apache Spark data engineering: PySpark, Spark SQL, Delta Lake, Bronze→Silver→Gold, CDC, SCD2, DQ, monitoring, reliability and performance tuning.

Synthetic customer generation and reliability testing platform for conversational voice agents.

Portable, content-addressed reliability evidence for LLM systems. Capture how a model behaves under perturbation; preserve, verify, and diff the evidence across model changes.

Deterministic fault-injection and invariant-testing laboratory for durable SQLite job queues.

Python API Test Automation and Reliability Framework with pytest, YAML/JSON test definitions, REST API testing, PostgreSQL validation, failure classification, defect reports, Docker Compose, and GitHub Actions CI.

Reliability lab for idempotent game reward delivery: Outbox, ledger guard, retries, and invariant tests

Measure LLM output consistency from the command line.