Habeeb

I break AI models for a living —edge cases, hallucinations, prompt failures | AI Evaluator · Prompt Engineer · Build No/low-code Workflow Automation that works

[Habeeb @TheHabeebOps]

My job is to argue with AI until it confesses it was wrong, most days I win, some days I leave to come back to it

Here’s what 3 months of breaking LLMs taught me about how they actually fail

[Iwarifgha @Iwarifgha1]

The other day i was arguing with someone about how books like 'Rich Dad, Poor Dad' are foolish to Nigerians at large.

One of the points i raised was that financial literacy cannot cover for systemic failures.

This is a prime example of the statement: “you cannot out-hustle a bad system.”

Imagine a loan was taken for this.

[Param @ParamSiddh]

1) I switched to AI Engineering 1 years ago!
It was the best career move I ever made.

If you want to start today, here's a roadmap:

[Ben Dicken @BenjDicken]

There's a million reasons why your app can be slow.

The stack of software and hardware beneath are complex. Pinning down performance issues is challenging (but also, fun!)

A clip from the chapter 1 stream. More to come this week.

[ClaudeDevs @ClaudeDevs]

The Claude Code team has been shipping with Claude Tag internally all year.

It now writes 65% of our product team's code, including most of what built Claude Tag itself.

Here are a few ways we use it every day: 🧵

https://t.co/7PLrW06TvH

[Figma @figma]

@TheHabeebOps you're in

Start building your Config 2026 schedule

Reply #stop to opt-out.

[Habeeb @TheHabeebOps]

@AlfieJCarter Agents

[Z.ai @Zai_org]

Introducing GLM-5.2: Frontier Intelligence, Open Weights

- Significant improvements in coding and agentic tasks
- Strong long-horizon capabilities with a 1M context window
- Two levels of reasoning effort: GLM-5.2 (max) pushes the limits, while GLM-5.2 (high) strikes a strong balance between performance and token efficiency
- MIT-licensed open weights
- Same API pricing as GLM-5.1

Tech Blog: https://t.co/LAsxUdN0JZ
Weights: https://t.co/g0A1C4UWx4
API: https://t.co/Kc3E22cbN7
Coding Plan: https://t.co/Nk8Y98HNhU
Chat: https://t.co/WCqWT0qCQb

[Hassan @nutlope]

This model is insane at design.

I asked GLM 5.2 (left) and Opus 4.8 (right) to build me a landing page and you can't even tell the difference.

GLM cost $0.06 while opus cost $0.49. More than 6x cheaper while being faster + more token efficient.

Another win for open source AI.

[Jaddy Ballas @jaddyballas]

The last dance starts today for Cristiano Ronaldo.

Created in @figma for the love of the game.

[Dillon Mulroy @dillon_mulroy]

imagine if they banned all models and we all went back to writing code by hand and the last 6 months were just a fever dream…imagine

[GREG ISENBERG @gregisenberg]

Now that I’ve tasted Fable 5, it’ll be hard to go back

[ClaudeDevs @ClaudeDevs]

As a result of a US government directive, we are suspending access to Claude Fable 5 for all users. You can continue to use all other Claude models.

Here’s what this means for you:

Across Claude products, new sessions will run on your selected default model or Opus 4.8, and existing Fable 5 sessions will end with an error.

On the Claude Platform, requests to Fable 5 will also return an error. Please update your integrations to other Claude models.

We know this is a disruption to your workflows; we appreciate your patience and support.

[GREG ISENBERG @gregisenberg]

99% of people are using Claude Fable 5 wrong.

People don't know how to work with it yet because nothing this powerful has ever existed.

I'll show you 10+ use cases and startup ideas that can only exist because Fable 5 is here in under 34 minutes.

[Thariq @trq212]

https://t.co/R6exTuF7P8

[Peter Steinberger 🦞 @steipete]

@_ARahim_ @bcherny only boomers fix typos in prompts. llms perfectly understand you even if you mistype.

[Peter Steinberger 🦞 @steipete]

Here’s your monthly reminder that you shouldn’t be prompting coding agents anymore.

You should be designing loops that prompt your agents.

[Nous Research @NousResearch]

The next evolution of Hermes Agent is here!

Introducing Hermes Desktop: everything you love about Hermes, now native on your machine.

First demoed in Jensen's GTC keynote, it's now in public preview.

[Uzi @uzairansar]

🚨 Hermes Mobile is now available on the App Store!

Thanks to everyone helping improve this on Testflight.

Check it out below 👇

[Sole Woyinka @_littlehuman_]

E no get wetin Dostoyevsky and Tolstoy never experience for this life.

[Claude @claudeai]

Introducing Claude Opus 4.8: it builds on Opus 4.7 with sharper judgment, more honesty about its own progress, and the ability to work independently for longer than its predecessors.

Available today at the same price.