All 40 posts, newest first.
Everything published here so far. Filter by topic, or sort by what gets read most.
Docker's Dynamic MCP and the Context Window Problem
Fifty tool definitions crammed into the context window costs tokens, degrades reasoning, and risks hallucinations. Docker's containerized MCP Gateway and dynamic discovery flip the model.
Apple's AI Coding Assistant in Xcode: Local-First Engineering on Apple Silicon
How Apple built predictive code completion directly into Xcode 16 using the Apple Neural Engine. Zero cloud roundtrips, offline privacy, and Swift specialization.
Running Google's Gemma Through Hugging Face
Gemma is capable and open source. Hugging Face is what makes getting to it straightforward.
AWS Launches Bedrock Studio for Building Generative AI Apps
A web-based prototyping environment with foundation models, knowledge bases, agents, and guardrails. Public preview, two regions.
Document Question-Answering with Pinecone and Gemini
Pinecone Serverless for sub-50ms vector retrieval, Google's Gemini for grounded synthesis. A complete end-to-end Python implementation with metadata filtering.
Google's Gemini 1.5 Pro API: Multimodal Intelligence and 2M Token Context
Massive context windows, native multimodality, and structured schema outputs: how developers can build production systems on Google AI Studio.
