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Industry publications and coverage of my work.
Engineering at MetaCo-authorApril 5, 2026
How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines
50+ specialized agents produced 59 concise context files that lifted AI navigation from 5% to 100% of code modules across a 4,100-file, four-repo data pipeline. Preliminary tests show 40% fewer agent tool calls per task.
Read on Engineering at MetaCoverage
Publication · Developer-Tech
Meta uses AI agents to help developers understand large codebases
Database · ZenML — LLMOps Database
AI Agents for Documenting Tribal Knowledge in Large-Scale Data Pipelines
Blog · Tech Jacks Solutions
The Context Problem in Enterprise Agentic AI: What Meta's Tribal Knowledge Architecture Means
Publication · daily.dev
How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines
Newsletter · Hungry Minds
🍔🧠 How Meta Used AI to Map Tribal Knowledge in Large-Scale Data Pipelines
Newsletter · Data Engineering Weekly
Data Engineering Weekly #265
Social · LinkedIn — Robin Moffatt