amal66 is reshaping Mike into a hardened, self-hostable platform for building jurisdiction-specific legal AI.
This fork, run by amal66, takes Mike and pushes it toward being a serious, deployable foundation for legal-tech work rather than a demo. The bulk of the effort goes into reliability, security, and making the thing safe to run in production: input limits, server-enforced usage quotas, defenses against documents trying to manipulate the AI, file vetting by actual content, and logs that deliberately forget who touched what.
The other half of the story is extensibility. amal66 reworks Mike so you can swap in your own AI models or storage, bolt on jurisdiction-specific legal sources through a plugin system, and pack up reusable legal workflows as files that travel between setups. There's a Python toolkit for developers and a one-command local setup, so this is clearly aimed at people who want to build on Mike, not just use it.
It reads as a deliberate, engineering-led fork: heavy on testing, CI, and self-hosting groundwork, and honest about what it has parked for later. If you care about running legal AI on your own terms - your models, your jurisdiction, your servers - it's worth a click through to GitHub.
infrastructuresecurityintegration
The fork rebuilds how Mike connects to AI models and file storage so swapping either one becomes a small, contained job instead of open-heart surgery.
A ready-made toolkit lets engineers plug into Mike's features without wrestling with the plumbing underneath.
A new plugin system lets you bolt local legal sources onto Mike without rewiring the core.
The final stretch of amal66's fork tightens reliability and self-hosting while openly parking the credential-heavy work for later.
This fork is treating an automated test suite as a shippable feature, not an afterthought.
A defense against documents that try to hijack the AI by smuggling instructions into their own text.
Per-user message limits now get enforced on the server before any expensive AI call fires - not just shown in the interface.
A fork owner is turning reusable legal know-how into shareable files that move between Mike setups without touching a database.
Three changes that make amal66's fork harder to misuse and harder to corrupt - work borrowed straight from the upstream project.
Two changes stop a flaky AI provider from freezing the app or surfacing errors that didn't need to surface.
A new one-command setup lets anyone stand up Mike's full web-and-API stack locally instead of wiring it together by hand.
A cleanup pass pulls user and document identifiers out of this fork's logs and treats activity records as sensitive data, not debugging exhaust.
Uploaded documents now get vetted by their real content, so a renamed or mislabelled file can't sneak past as something it isn't.
A trio of security fixes pulled from upstream that make secret handling sturdier without breaking anything already in place.
A reliability pass that caps oversized requests, paginates long chat histories, and makes crashes leave a trail.
A round of plumbing work caps how much a single request can demand and keeps the system standing when something goes wrong.
A fork tightens who can open structured documents - and fixes a bug that several Mike forks all hit independently.
A quiet but practical round of hardening aimed at running Mike in production rather than on a laptop.