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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
GUIDEClaude in Production: Async Job Patterns23 Jun 2026
GUIDEFable 5 vs Gemini 3 Flash: A Production Decision Guide23 Jun 2026
GUIDEOpus 4.8 in Education: A 2026 Adoption Playbook23 Jun 2026
GUIDEOpus 4.8 in Financial Services: A 2026 Adoption Playbook23 Jun 2026
GUIDEOpus 4.8 in Professional Services: A 2026 Adoption Playbook23 Jun 2026
GUIDEOpus 4.8 in Insurance: A 2026 Adoption Playbook23 Jun 2026
GUIDEOpus 4.8 vs Cohere Command R+: A Production Decision Guide23 Jun 2026
GUIDESonnet 4.6 in Agriculture: A 2026 Adoption Playbook23 Jun 2026
GUIDESonnet 4.6 Batch Architecture: Design Patterns for High-Volume Workloads23 Jun 2026
GUIDEUsing Sonnet 4.6 for Clinical Decision Support: Patterns and Pitfalls23 Jun 2026
GUIDESonnet 4.6 in Insurance: A 2026 Adoption Playbook23 Jun 2026
GUIDESonnet 4.6 in Manufacturing: A 2026 Adoption Playbook23 Jun 2026
GUIDESonnet 4.6 vs Llama 4 405B: Hosted or Self-Hosted23 Jun 2026
GUIDEUsing Fable 5 for Code Generation at Scale: Patterns and Pitfalls23 Jun 2026
GUIDEUsing Fable 5 for Tool Use and Function Calling: Patterns and Pitfalls23 Jun 2026
GUIDEUsing Haiku 4.5 for Research Synthesis: Patterns and Pitfalls23 Jun 2026
GUIDEUsing Opus 4.8 for RAG Retrieval: Patterns and Pitfalls23 Jun 2026
GUIDEUsing Opus 4.8 for Long-Context Document Analysis: Patterns and Pitfalls23 Jun 2026

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