Observability for LLM Apps: Tracing, Cost and Quality Metrics
OpenTelemetry GenAI semantic conventions turned LLM observability from a vendor lock-in problem into a standard. Here is what to instrument…
Vector Databases in 2026: When You Need One and When Postgres Is Enough
pgvector stopped being the slow option. Under 50 million vectors, Postgres usually wins on cost and simplicity. Here are the…
API Design for AI Consumers: Making Your Endpoints Agent-Ready
Agents read your API differently from developers. Here is what to change in naming, errors, pagination and documentation so an…
AI Coding Agents in CI: Guardrails Before You Merge
Duplication is up 81% and reuse down 70% in the AI coding era. Here are the CI guardrails that catch…
From RPA to AI Agents: What to Migrate First, What to Leave Alone
RPA is not dead, it is being surrounded. Here is which bots to replace with agents, which to keep exactly…
Small Language Models vs Frontier Models for Agent Workloads
Frontier models still hold a clear lead on hard reasoning, but most agent steps are not hard reasoning. Here is…