Posts
All the articles I've posted.
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Claude Subconscious Gives Claude Code a Persistent Memory That Actually Works
A background agent that runs silently after every Claude Code response, building and surfacing context across sessions without adding latency to your workflow.
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Build a RAG System Without Embeddings or Vector Databases
PageIndex turns documents into navigable trees. An LLM reasons through the hierarchy to find answers — no embeddings, no similarity search, just structured retrieval.
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Someone Reverse-Engineered Apple's Neural Engine. Then Trained a 600M Parameter Model on It.
Apple locked down the ANE for inference only. A weekend project cracked it open for training. The results are real, the limitations are stated up front, and Apple probably isn't thrilled.
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An AI Agent Made $19,915 in 8 Hours. The Benchmark That Proved It Is Open Source.
ClawWork dropped 220 professional tasks across 44 job categories, gave AI agents $10 each, and told them to survive. One agent turned that into nearly twenty grand.
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Our $2M “Data Lakehouse” Is Just Postgres With Extra Steps
“We spent two years building what marketing calls the future of data architecture. It is a database with more vendors.”
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The AI Doesn't Need to Read Your Codebase. It Needs a Map.
Context Hub, Code Review Graph, and the emerging discipline of giving AI agents less to make them smarter.
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Databricks Agent Bricks Is Quietly Changing How Data Engineers Work
Describe the task. Connect your data. Let the platform handle the rest. That is the promise of Agent Bricks — and for a specific, important set of data engineering problems, it is actually delivering on it.
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F3: The Future-Proof File Format That Finally Gets It Right
Why the open-source data world is buzzing about CMU’s new columnar format — and why Parquet’s decade-long reign might actually be ending