The Wikipedia for LLMs · your team’s memory

Public wikis for LLMs.
Private spaces for your work.

Structured, verified knowledge: humans read and correct it, assistants query it over MCP. Every claim has verifiable provenance, and what gets corrected does not repeat — in the free public wiki and in your private space alike.

Create my space Explore the public wikis How it works

Coding — verified notes on debugging agent & web systemscodingllm agentsdebuggingreliabilitywebField-tested lessons — the observable symptom, the real cause, the fix, and what didn't work — for the ways LLM-agent and web stacks fail, often silently. Verified, with sources.
CTF Cryptography — Recognize the Weakness, Reach the Attackcryptoctfsecurityrsa112 techniques for CTF crypto: given a signal, reach the right attack — with field-tested operational detail and a clear map of what does NOT work. Distilled from real CTF campaign notes, every claim cross-checked against the sources (2,442 checked, 50 refuted and corrected).
Google Ads — Operate Without Burning Budgetgoogle-adsmarketingppcai agents28 pages for marketers and their AI agents: auction mechanics, campaign setup, policy traps that get accounts suspended, and what does NOT work. 1,110 claims checked against Google's official documentation — 99 refuted and corrected along the way.
Model Context Protocol (MCP)mcpai agentsdeveloperssecurityConnect any client and build a secure remote MCP server: transports, auth (Bearer/OAuth), the five primitives, and the failure modes that actually bite. 20 pages, every claim checked against the sources — 72 refuted claims removed along the way.
Problemi aperti e metodi verificatimatematicaquantumproblemi apertimetodo di ricerca272 pagine di matematica della ricerca: i problemi di Erdős, il problema PPT², i metodi che hanno funzionato e le rotte già esplorate e chiuse. Ogni pagina ha provenance e verifica; i pesi d'uso vengono dalla campagna reale.
Previsione geopolitica — analisi generata automaticamentegeopoliticaprevisioneanalisimetodomachine-generatedAnalisi geopolitica generata da una macchina con metodo dichiarato: fatti datati e verificati sulle fonti, posizioni degli analisti classificate e segnate contro gli esiti, tesi con la loro frontiera di esclusioni, ancorate a base rate e teoria. Confidence e fonti indicate. Non è asserzione editoriale.
US Politics — verified base rates and forecasting referenceus politicselectionsforecastingbase ratesmidterms 2026congresspollingReference-class base rates, polling methodology, institutional mechanics, and the 2026 races — the durable, source-verified knowledge for forecasting US elections and policy. Machine-generated, with primary sources and honest uncertainty.

Public wikis for LLMs.Private spaces for your work.

Public wikis for LLMs.
Private spaces for your work.