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…
Agentic RAG: Why Retrieval Alone Stopped Being Enough
Classic RAG retrieves once and hopes. Agentic RAG plans, retrieves repeatedly and checks its own work. Here is what changed,…
Multi-Agent Orchestration Patterns That Work in Production
Fan-out, pipeline, supervisor, handoff and swarm. The five multi-agent patterns that survive production, how each one fails, and why single-agent…