i forced myself to use 2 weeks of cloud agents only
the results are interesting, I liked some of it. Actually liked it.
Chat, does this mean I am cooked?
@JunaidAckroyd Hey Junaid, I ship LLM systems that actually run in prod – policy RAG on Llama 3.3 70B with evals around grounding + safety, and Amazon Nova Trusted AI Tournament 2 for hardening a code model. I’d love to help you build agents and the eval/measurement side of how engineers use.
Coding agents like Claude Code and others love Git worktrees. So, if you are using one or trying to build one, knowing about them is important, and here is what they are all about.
A Git worktree lets you check out multiple branches of the same repository at the same time, each in its own directory. Not multiple clones. So essentially, one repo, many working directories, all sharing the same Git history and objects on disk.
The problem they solve is context switching. Normally, if you are midway through work on one branch and need to jump to another, you stash, switch, do the work, switch back, and pop the stash. That context gets destroyed. With worktrees, you just open the other directory. Both branches stay live simultaneously.
For coding agents, this is a 'godsend' :) It is how they run tasks in parallel without interfering with each other. An agent can be running tests on one branch in one worktree while writing new code in another. No waiting required, and things can move in parallel.
Also, each worktree gets its own working tree and index, but they share the object store. So you are not actually duplicating gigabytes of history every time you spin one up. It is fast to create and cheap to maintain.
You create one with `git worktree add ../feature-branch feature-branch`. That is it. The directory is ready, the branch is checked out, and your original workspace is untouched.
Coding agents also get isolation guarantees. If one task crashes or corrupts its working tree, the others are unaffected. This makes Git worktrees a pretty natural fit for any system that needs to run concurrent, independent operations on the same codebase - aka coding agents :)
Hope this helps.
David Silva was more aesthetically pleasing…
De Bruyne put up significantly better numbers…
Rodri had the best individual season out of any of them…
But Bernardo Silva might be the most intelligent of the lot. That versatility, that grit…
He’s started every League game since mid-October and been absolutely essential to City’s title challenge.
Over 40 appearances for 9 consecutive seasons, 15 major honours…
WHAT A LEGEND!
🚨💣 BREAKING: Marc Guehi to Manchester City, HERE WE GO! 💙
Official proposal accepted by Crystal Palace right now — understand fee will be around £20m.
Guehi has ACCEPTED move to #MCFC.
Exclusive story, now confirmed. 🧨
BREAKING: 3⭐️ QB Troy Huhn has committed to Virginia Tech
The 6-4.5 215 passer from San Marcos, Calif. decommitted from Penn State on Oct. 16
No. 21-ranked QB in the class of 2026 per @247Sports
Happy Thanksgiving, Hokie Nation!
Grateful for the loyalty of these men who are spending time away from their families & loved ones to work hard for Virginia Tech. #ThisIsHome
The Duffer Brothers recommend to rewatch these four episodes before season 5 releases #StrangerThings5
2x04 - Will the Wise
2x06 - The Spy
4x07 - The Massacre at Hawkins Lab
4x09 - The Piggyback
Most baddass indian tech youtuber
> Banned by One plus for honest critisism
> Banned by Xiomi
> Started reviewing phones
> Now reviewing everything
> One of the honest Youtuber ever