Hands-on writing on building AI agents — framework comparisons, build guides, tooling reviews, and the patterns that hold up in production.
Tokens are cheap and getting cheaper, so why do agent bills keep climbing? The honest answer is that model tokens are often less than a third of what a production agent actually costs. Here is where the rest of the money goes, with real 2026 numbers.
Read the latest →OpenAI shipped an agent that works across your apps for hours without supervision. The reviews cover what it can do. Almost nobody is asking the question that decides whether you should enable it: what is it allowed to do?
The landscape shifted under all three: OpenAI's Agent Builder is being retired, ADK went OpenTelemetry-native, and Inngest added agent primitives. Our updated take on which platform to pick.
Air Canada's chatbot invented a refund policy. A Chevy bot 'sold' a truck for $1. Samsung leaked its own source code. Five real, documented AI agent failures — and the single governance control that would have stopped each one.
The industry keeps blaming the model. But agentic pilots don't die because the LLM isn't smart enough — they die because nobody defined what the agent was allowed to do when things went wrong. Here's the real autopsy, and the fix.
Two agents can do the same job at wildly different risk. The comparison that matters isn't benchmark scores — it's how much each can do without a human. Here's how to read it, with a tool that does it for you.
Most DeepSeek R1 write-ups rank it on reasoning benchmarks. The question that decides production is different: what's the worst it can do if you let it act on its own? A governance-lens look, with a model comparison.
Most agent governance lives in a doc nobody re-reads. This turns it into a check that runs on every pull request — computing the Trust Level from the spec and failing the build when an agent gets riskier than you allow.
The dangerous change is rarely the obvious one. It's a tool quietly moved to auto-execute, a bound deleted, a tier that crept up while no one was looking. Here's how agent governance drifts — and how to catch it.
Most agents don't fail from a clever attack — they fail because a consequential tool was never put behind a human gate. Here's a 10-minute audit to catch that before you ship, plus a free scanner that does the first pass for you.