October 3, 2026 • 30 min read
Can a decision model acting as a reflex manage traffic and battery for 10 drones on a shared map? A 30-minute experiment with and without a deterministic safety backstop: 12 collisions without it, none with it.
October 3, 2026 • 8 min read
How generative AI routing differs from load balancing: KV caching, model affinity, switching budgets, and when to use an inference router, an AI gateway, or both.
October 2, 2026 • 30 min read
A map of the AI-native cloud (managed agent runtimes, serverless inference, routing, caching, knowledge bases, evaluations, GPUs) followed by a product-by-product tour of what a full AI cloud offers, with illustrative pricing.
October 1, 2026 • 6 min read
Jev from TypeSafe AI understands language at a frontier level but never generates a token. It is a non-autoregressive decision model on DigitalOcean Serverless Inference that returns typed answers with calibrated probabilities. Here is how it differs from an LLM, with working API calls for all three question types.
August 27, 2026 • 8 min read
A breakdown of pstack, a heavyweight AI agent orchestration framework, compared against a lightweight SCOPE-based large-brain-to-small-brain pipeline: two different paths to the same engineering rigor.
August 26, 2026 • 4 min read
A worked example of grading an AI agent's response against its own tool-use and formatting instructions, and why 'it produced a correct answer' isn't the same as 'it followed the rules.'
August 18, 2026 • 7 min read
Coding agents like Claude Code load a fixed startup budget of system prompt, tools, memory, and skills before you type a single word. Here's how to audit that budget and prune the biggest offender: bloated memory files.
August 8, 2026 • 8 min read
Learn how to choose an LLM for an agentic application and a separate, validated judge model for evaluating its outputs.
August 8, 2026 • 16 min read
How to combine Google's Open Knowledge Format with self-updating codebase graphs to give coding agents portable, versioned, and token-efficient repository memory.
July 25, 2026 • 10 min read
Graphs are showing up everywhere in agentic AI: codebase maps, LangGraph workflows, multi-agent coordination, ADE control planes, and GraphRAG memory systems.