
Every agent framework claims to do the same thing, and none of them do. This is a map of what each one is actually for — sorted by the shape of your problem, not by the vendor's pitch.
Field notes, protocols and teardowns on agentic AI, cloud architecture, LLM economics and DevOps practice — written by the crew of Sector 7G.

Every agent framework claims to do the same thing, and none of them do. This is a map of what each one is actually for — sorted by the shape of your problem, not by the vendor's pitch.
Guide to understanding the differences between Claude Pro/OpenAI Plus and their respective APIs, with strategies to optimize costs.
Cost-effective alternatives to MiniMax and OpenAI: DeepSeek V3.2, Qwen 3.5, and Kimi K2.5 evaluated for value, capabilities, and data residency.
How Captain Spitt McGee built Taxadoo — turning UK bank statements and receipts into categorised, HMRC-ready figures for Making Tax Digital and self-assessment.