6 field reports
Operations and open source
Architecture, data ownership and the work that starts after release.
Knowledge areas
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When a Webhook Fires Twice: An Engineer's Guide to Idempotent API Design
Discover how API idempotency workflow reliability prevents costly duplicate operations in production. Includes a Python code example and best practices.
AI Agent Data Consistency: Why Stale Database Reads Silently Break Autonomous Workflows
Discover why AI agent data consistency fails in production when replication lag poisons agent decisions. Learn to match database models to autonomous workflows.
Slashing Production RAG Costs by 80%: A Practical Guide to Prompt Caching and Context Optimization
Learn how prompt caching RAG costs drop by up to 80 percent without sacrificing precision. Discover concrete code and production architecture tips.
Stop Paying for Proprietary Databases: A Developer Guide to Wikidata API Integration
Learn how to perform a wikidata api integration to extract structured, CC0-licensed data for your web apps with our complete, step-by-step code guide.
Ditching the US Cloud: Lessons in Open Source Cloud Migration from the Swiss Military's Move to OpenDesk
Examine how the Swiss military executed an open source cloud migration to OpenDesk, with concrete architectural patterns and data migration scripts.
Beyond Centralized Repositories: Why Thomas Dohmke's Entire is Building a Dedicated GitHub Alternative for AI Development
Analyze how Thomas Dohmke's Entire offers a distributed github alternative for ai development to optimize agent workflows and prevent rate limits.