jmclark-lab ↗ analysis ↗ GitHub jmclark-lab/mike
A Mike fork that rips out the stock language model for Sakana AI's Fugu and teaches it to search the live web before answering.
This is @jmclark-lab's take on Mike, and it's not a cosmetic fork. The headline move is a full engine swap: the stock language model is gone, replaced outright by Sakana AI's Fugu models with no toggle and no fallback. That's a committed bet rather than an experiment left running behind a flag - if you try this fork, you're talking to Fugu, full stop.
The second big idea is grounding. @jmclark-lab wired live web search into the chat flow so the model can pull current results at answer time instead of leaning only on what it already knows. The stated reason is the kind of thing legal readers will recognize: regulatory lookups, timeline checks, and current legal-pathway questions all go stale fast, and a static model gets them wrong. Fresh search results are stitched in before the model responds.
Rounding it out is a real deployment story - the fork is set up to ship on Railway, with the build wiring tuned to match. There's no rebrand here and no stated niche beyond what the work implies; @jmclark-lab is a single handle with a lab-flavored name and not much else to go on. If you want the specifics, the GitHub repo is where the depth lives.
What's in it
- Fugu-powered, no going back The language backend is swapped wholesale to Sakana AI's Fugu models - a permanent cutover with no feature flag and no fallback to the old provider.
- Answers grounded in live search Real-time web results are pulled at answer time and folded into the conversation, aimed at questions where the facts drift - regulatory status, timelines, current legal pathways.
- Railway-ready deployment The fork carries its own tuned build-and-deploy setup for shipping on Railway, so it's meant to actually run somewhere, not just sit in a repo.
Direction
searchintegrationinfrastructure
Activity
jmclark-lab ↗ analysis ↗ GitHub jmclark-lab ↗ analysis ↗ GitHub Threads of work (detailed view)
jmclark-lab plugs Mike into live web search and aims it at LATAM medtech
This fork now answers with fresh results pulled from the open web, and its author is quietly retargeting it from general legal AI to Latin American medical-device regulation.
jmclark-lab gives Mike a live line to the open web
Mike can now pull current web results at answer time instead of leaning on whatever was baked into the model's training data.
jmclark-lab bets the entire fork on one obscure AI engine
This fork tears out Mike's ability to choose an AI model and hardwires every request to a single, little-known provider.
jmclark-lab rips out the AI engine and bolts on an audit trail
A permanent, no-going-back switch to a new AI model - paired with a record of exactly what wrote every answer.
jmclark-lab drafts a full engine swap to Sakana's Fugu, then parks it
A complete, deployable blueprint for standardizing this fork on a single new AI model - opened for review, then closed without merging.
Pull requests (detailed view)
✅ Merged (2)
jmclark-lab · opened 18d ago · merged 18d ago by jmclark-lab jmclark-lab · opened 25d ago · merged 25d ago by jmclark-lab ⛔ Closed without merge (1)
jmclark-lab · opened 25d ago · closed 22d ago