Aleph learns to undo (without a time machine)
Change previews, safe undo, real cancellation, resumable downloads, and a beta release that is considerably less reckless.
Read postHow we test that Aleph is not fooling itself
We added a deterministic fake-model suite to test the real harness: tool calls, permissions, errors, loops, context, grammar and native.
Aleph learns to remember (without the cloud)
Persistent memory across sessions with project-scoped MEMORY.md and global USER.md.
Aleph learns to google (without Google)
web_search and web_fetch with zero paid APIs, plus detection of JS-only pages.
The agent that actually does things
Tools, permissions and the autonomous loop that turns the model into a real assistant, not just a chatbot.
Real streaming: token by token
Why streaming matters and how we wired llama-server to the UI in real time without anything blowing up.
10,000 models — which one do I download?
Topic chips, hardware badge and curated catalog from a JSON, with no recompile needed.
Why I built a local coding agent
The origin story: tired of the cloud, choosing a stack, and the first version that actually worked.