Articles
Breakdowns of tools, repositories and approaches — every piece dated and version-checked
39pieces
A Telegram assistant on a $10 board. What exactly costs ten dollars?
Can you run your own AI helper in Telegram without a server or a computer left on? We took PicoClaw apart: what it runs on, what the viral post got wrong.
BreakdownAI Agents
A model learned to teach itself. So why didn't it get any better at code?
You expect self-training AI to improve at everything. Instead, research gets better and code stays flat. We unpack the Sakana AI and Berkeley paper.
BreakdownAI Agents
The model that will take 70% of the decisions away from ordinary LLMs. What is Jev?
Imagine a model that generates no text at all: you hand it state and typed questions, and you get values with probabilities back in a hundredth of a second. That is Jev, launched on 15 September. We go through the numbers from the source, where it fits inside an agent, and the nine places its own authors say it fails.
BreakdownAI Agents
deploy-your-own-saas: 149 self-hosted apps instead of subscriptions
A catalogue of self-hosted alternatives to Google Photos, Notion, Spotify and Dropbox that updates itself daily and marks abandoned projects honestly.
BreakdownAI Automation
geo-seo-claude: audit your site for ChatGPT and Perplexity
A Claude Code skill that checks if your site is ready for AI answers: crawler access, llms.txt, passage citability and Schema. One command, one report.
BreakdownClaude Code
caveman: a third off your tokens by having the agent read less
A project whose motto tells you everything: "why many token when few token also trick". What it actually cuts, what the benchmark shows, and why the licence matters more here than the savings figures.
BreakdownClaude Code
The Claude Code ecosystem: what to take and what to skip
There are now more catalogues and templates around Claude Code than there is time to check them. Here is which repositories actually save hours, and which are just long lists of links.
BreakdownClaude Code