Ibrahim Ulukaya | Firebase for Builders Lead https://ulukaya.dev Production AI architectures, tokenomics, and full-stack engineering trade-offs. en-us Tue, 01 Sep 2026 00:00:00 GMT <![CDATA[The Leaderboard Mirage: 6 Production Traps and the Compiler-Bound Agent Architecture]]> https://ulukaya.dev/posts/leaderboard-mirage-llm-ranking-traps https://ulukaya.dev/posts/leaderboard-mirage-llm-ranking-traps Tue, 01 Sep 2026 00:00:00 GMT <![CDATA[Code Over Context: Why Written Agent Skills Fail in Production (and How to Distill Them into Deterministic Tools)]]> https://ulukaya.dev/posts/code-over-context https://ulukaya.dev/posts/code-over-context Tue, 25 Aug 2026 00:00:00 GMT <![CDATA[The Hybrid AI Standard: Architecting On-Device AI with Cloud Run & Firebase AI Logic]]> https://ulukaya.dev/posts/the-hybrid-ai-standard https://ulukaya.dev/posts/the-hybrid-ai-standard Sat, 22 Aug 2026 00:00:00 GMT <![CDATA[The AI Agent Document Myopia Trap: Why Static Documentation Blindfolds Autonomous Systems (And the 4-Plane Triangulation Fix)]]> https://ulukaya.dev/posts/ai-agent-document-myopia-trap https://ulukaya.dev/posts/ai-agent-document-myopia-trap Wed, 19 Aug 2026 00:00:00 GMT <![CDATA[The Leaky Abstraction (Vol 2): Multi-Turn Agent State Transport and Buffer Disconnects]]> https://ulukaya.dev/posts/the-leaky-abstraction-vol2 https://ulukaya.dev/posts/the-leaky-abstraction-vol2 Tue, 18 Aug 2026 00:00:00 GMT <![CDATA[The AI Agent Split-Brain Trap: Why Static Indexes Destroy Long-Running Context (And How to Build Transactional Memory)]]> https://ulukaya.dev/posts/ai-agent-split-brain-trap https://ulukaya.dev/posts/ai-agent-split-brain-trap Wed, 12 Aug 2026 00:00:00 GMT <![CDATA[The Leaky Abstraction: Why GenAI Streaming Breaks Your JSON (and How to Fix It)]]> https://ulukaya.dev/posts/the-leaky-abstraction-vol1 https://ulukaya.dev/posts/the-leaky-abstraction-vol1 Mon, 10 Aug 2026 00:00:00 GMT <![CDATA[Client-Side Runtime Agent Resilience: Defending Multi-Turn Streaming Against Silent Disconnects, Token Drops, and In-Memory Buffer Overflows]]> https://ulukaya.dev/posts/client-runtime-agent-resilience https://ulukaya.dev/posts/client-runtime-agent-resilience Fri, 07 Aug 2026 00:00:00 GMT <![CDATA[Why Your AI Agent Agrees With Everything You Say: The 10 Cognitive Biases of Autonomous Systems]]> https://ulukaya.dev/posts/ten-cognitive-biases-ai-agents https://ulukaya.dev/posts/ten-cognitive-biases-ai-agents Wed, 05 Aug 2026 00:00:00 GMT <![CDATA[The Production Reality of Firebase Spend Caps: Why a $50 Cap Won't Save You From a Prompt Loop]]> https://ulukaya.dev/posts/cloud-spend-caps-firebase https://ulukaya.dev/posts/cloud-spend-caps-firebase Sat, 01 Aug 2026 00:00:00 GMT <![CDATA[Deconstructing the 11 Principles of AI Tokenomics: From Prompt Discipline to Runtime Defense]]> https://ulukaya.dev/posts/eleven-principles-of-ai-tokenomics https://ulukaya.dev/posts/eleven-principles-of-ai-tokenomics Thu, 30 Jul 2026 00:00:00 GMT