Bridging Vectors and Relations: Practical Patterns for Hybrid Vector Search with SQL
The need to bridge vectors and relations is now central to real-time multimodal search and recommendation systems: combining dense embeddings…
Category: Coding
Shadow Testing in CI: Run Non-Blocking Experimental Test Suites for Safer Deployments
Shadow testing in CI is a powerful technique to run experimental test suites in parallel with your main pipeline without…
Self-Healing Test Suites: Observability and Lightweight ML for Auto-Repairing Flaky UI Tests
Self-healing test suites are an emerging approach to reduce time spent fighting flaky UI tests by combining test telemetry, selector…
Ephemeral Dev Environments as a Security Boundary: Preventing Credential Leakage and Enforcing Least Privilege
The phrase “Ephemeral Dev Environments as a Security Boundary” captures a modern security pattern where short‑lived, policy‑enforced developer workspaces are…
Behavioral Fuzzing: Automating User-Journey Chaos Tests in CI
The rise of complex web apps means end-to-end tests can pass in one run and fail in the next due…