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What we learn shipping AI, architecture and technology leadership for real teams. Costs, teardowns and decisions, written by the people doing the work.

Latest posts

2,240 posts
GUIDEReplacing Embeddings: When New Models Force a Re-Index6 Jul 2026
GUIDEStreaming Latency Benchmarks Across Frontier Models6 Jul 2026
GUIDEVision Benchmarks That Predict Production Reliability6 Jul 2026
GUIDE100-Day Plan for Financial Services Portfolio Companies5 Jul 2026
GUIDEAI Agents for Finance: Sales Research Agents in 20265 Jul 2026
GUIDEAI Agents in Production: Cost Attribution per Agent5 Jul 2026
GUIDEAI Agents in Production: Error Recovery and Retries5 Jul 2026
GUIDEAI Agents in Production: Stateful Multi-Turn Tools5 Jul 2026
GUIDEAI in Financial Services: Fraud Detection Patterns That Work in 20265 Jul 2026
GUIDEAI in Manufacturing: Process Documentation Patterns That Work in 20265 Jul 2026
GUIDEAI Maturity Scorecard for Financial Services Operating Partners5 Jul 2026
GUIDEAsync Agents at Scale: Queue, Worker, Result Patterns5 Jul 2026
HOW-TO GUIDEEntra Identity for AI Agents: Who Is Allowed to Do What?5 Jul 2026
GUIDEHybrid Stacks: Frontier Plus Open Source for Cost Control5 Jul 2026
GUIDEHybrid Stacks: Frontier Plus Small Models for Latency5 Jul 2026
GUIDEImplementing OECD AI Principles: A Practitioner's Path5 Jul 2026
GUIDEOn-Device Models vs Cloud Frontier Models5 Jul 2026
GUIDEThe Paperclip AI Architecture Pattern Applied to Customer Support5 Jul 2026

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