Kazma documentation
Practical guides for Kazma, from your first message to a reliable installation. Choose your path, or search for the task you want to complete.
What’s new
New (2026-10-25 and 2026-10-26): Kazma watches every task it runs, from chat turns, swarm tasks, scheduled jobs and documents to research, crawls, X posts, memory and maintenance; when one stalls, gets stuck or fails, a card arrives in the chat it started from with Retry, Cancel, Dismiss and Ask Kazma to diagnose. /runs lists it all in any chat. Running work
Also on 2026-10-26: X posts are written from reference documents you name and fact-checked against them, from X Studio or by asking in chat, and posts have their own length. X Publisher
New (2026-10-16 to 2026-10-21): an X post card offers one approval that names what it does ("Post now"), and a draft is posted only after you have seen it; a card nobody answers expires instead of counting as a refusal, and the chat apps are told; asking in chat to forget something reaches every memory, fact and lesson holding it; generated documents share one house style, each table in its own language; /stop is /abort. The Documents 48-hour soak passed on the default process profile, and an independent security review closed with one finding fixed; the container profile and Postgres have not been soaked. Release notes
New in documents: a neural OCR engine that reads Arabic and Arabic-Indic digits (every OCR case of the measured corpus qualifies with it; measured on one real scan so far); PDFs with scripts, outside actions or attachments are refused; an upload interrupted by a crash is rolled back; the container profile, a Settings choice whose broker the guard runs, runs each job with no network or mounts. The default worker does not confine files or network. What changed and the limits
Start here
Install Kazma, connect a model, and send your first message.
Use Kazma
Explore chat, memory, and the tools for your daily work.
Operate with confidence
Configure approvals, storage, backups, and recovery.
Build & extend
Understand the architecture, create skills, and connect your tools.
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Need a hand?
Start with diagnosis, and check the known limits when assessing your installation.
These docs follow the framework repository. Features and limits describe what the code implements. Browse the source