A 30-day audit: 31 installed, 8 retained, 23 cut. One command installs all of them.Continue reading on Towards AI »
How to choose the right second-stage ranking layer for RAG when retrieval is good enough to find the answer but not good enough to…Continue reading on Towards AI »
The five papers that shape how every working AI engineer in 2026 thinks — what each one actually said, why it still matters, and what to…Continue reading on Towards AI »
A practical guide to choosing local coding models by hardware tier, workflow, latency, and privacy, not just benchmark screenshots.Continue reading on Towards AI »
What 512,000 lines of accidentally-published TypeScript actually reveal about how a production agent stays alive across long conversations.Continue reading on Towards AI »
Building an AI code review copilot twice, first with one agent and then with an Analyzer + Risk Reviewer pair, to see which one works…Continue reading on Towards AI »
Devin killed its $500 plan, Cursor 3.0 rebuilt itself as an agent switchboard, Claude Code hit 1M context, and Copilot quietly became…Continue reading on Towards AI »
It compared cooking, ordering in, and dining out from one prompt, then exposed why 35 tools should not belong to one agent.Continue reading on Towards AI »
PageIndex, hierarchical document trees, LLM-guided traversal, and the 98.7% FinanceBench result — how reasoning-based retrieval works, why…Continue reading on Towards AI »
Orchestration, context management, tool integration, verification, operations — five layers, four failure modes, and the same-model…Continue reading on Towards AI »