Taahirah | AI Engineer

Building AI agents, local LLMs, and developer tools.

Building:
→ PatchPilot
→Noir

CS @ Lewis University

[Taahirah | AI Engineer @shebuildsfire]

Built PatchPilot, an AI debugging system that analyzes stack traces and ranks likely root causes using local LLM inference.

Current goals:

- Better evaluation pipeline
- Multi-agent debugging workflows
- Local-first inference

[Leo @Leonajardinho]

If you try to save money by cooking at home, you walk into a grocery store where three massive conglomerates own every brand on the shelf and have colluded to raise baseline prices by 40% over three years.

If you try to cut costs by renting a modest apartment, you face corporate landlords using automated algorithmic software to artificially inflate rental rates across the entire city simultaneously.

If you try to opt out of car debt by using public transit, you realize municipal budgets were slashed to protect the auto industry, leaving you with zero reliable infrastructure to get to work.

You aren't making "poor financial decisions."

Every single alternative route to survival has been intentionally bought out, consolidated, and monetized to extract maximum profit from your baseline existence.

They don't want you to build wealth; they want you permanently trapped on a treadmill where every necessary life pivot just leads back to the exact same corporate ledger.

[tee @fienixtaranova]

The prompts:

“rewrite this so that it fits the role of *insert job title* and make it recruiter friendly”

“rewrite this (insert your resume’s objective/skills/job descriptions) so it aligns with this job description: *insert job description here”

[Taahirah | AI Engineer @shebuildsfire]

@lorenzo_madeit @sama I learn this paradox from @hankgreen video on it !

[Taahirah | AI Engineer @shebuildsfire]

@thsottiaux I got this error when using codex

[Taahirah | AI Engineer @shebuildsfire]

@chiragdotxyz I know right. any name that has ai in it or named after a fruit.

[Taahirah | AI Engineer @shebuildsfire]

@Tatastu_ I built Recuris, an autonomous multi-agent software team with specialized agents, task orchestration, and developer workflows. Also building Ren, a memory-enabled voice assistant, and Indexia, a local RAG-based second brain. Sending a DM about the AI Agent Engineer role.

[Taahirah | AI Engineer @shebuildsfire]

@jacob_posel Just sent you a DM. I build AI agents, local assistants, RAG systems, and developer tools, and I spend an unreasonable amount of time experimenting near the frontier.

[Taahirah | AI Engineer @shebuildsfire]

I’m not an unc but an auntie, 28 years old auntie

[Taahirah | AI Engineer @shebuildsfire]

@shlokafc @usenola Hey Shlok — I’m an AI-focused full-stack engineer building agent systems and developer tools. I’ve shipped Recuris, Ren, and Indexia, and I enjoy owning products end-to-end. Nola’s second-engineer role sounds right up my alley.

GitHub: https://t.co/UrV3hWj3fT

[Taahirah | AI Engineer @shebuildsfire]

He stole my jeans !

[The Real World @therealworld_ai]

🚨WATCH: Andrew Tate breaks down how to beat the casino house with mathematics 👀🎰

[Jason Stephen @jastephx]

I rebuilt my personal website completely from scratch in https://t.co/rTLklUOTRc! Check it out: https://t.co/AeDkSSfB2d and leave me a comment on my board!

Features:
- 🌐 Custom personalized domain URLs (just released today!)
- 🎵 Lyria 3 generated background music
- 🔥 Workspace / Firebase integration to save and post blogs

[Dr Boyce Watkins - Wealth is Power @drboycewatkins1]

I want every black child in America to have a chance to have a bank balance like this in the next generation. Let's create a nation full of investors. We can do it.

Sincerely,
Dr Boyce Watkins
https://t.co/x8vTnbcpPK

[𝘼𝙣𝙜𝙚𝙡𝙞𝙘𝙖 𝙑, 𝙏𝙝𝙖𝙩𝙨 𝙈𝙚 @MsAngieV82]

So the “friends” didn’t willingly give the phone back, the parents had to track the phone to force the return?!?!

Arrest all of those “friends”…

[Taahirah | AI Engineer @shebuildsfire]

Honey all over again

[More Perfect Union @MorePerfectUS]

An app co-founded by Phoebe Gates’, daughter of Bill Gates, is reportedly claiming commissions for sales it didn’t generate.

Phia aims to help users find discounts across the web, but the app is now claiming sales it didn't actually drive, according to Bloomberg.

[Tibo @thsottiaux]

Hello beautiful people! We have reset usage limits across Codex and ChatGPT Work. And another one will come later in the day. Rejoice.

Now that I have your attention, a quick update on ChatGPT Work, Codex and all the updates we shared yesterday.

We’ve spent the last 24 hours reading feedback, looking at usage patterns, and talking with many of you. The short version is that there is a *lot* of excitement for GPT 5.6 Sol, ChatGPT Work on mobile & web, but also that we didn't get everything quite right.

- We made it too easy to use the highest-compute settings without making the impact on usage limits sufficiently clear.
- We reorganized the desktop app in one bold move, making familiar things like chats and projects harder to find.
- Our launch framing was focused on ChatGPT Work and to some of our Codex fans it made it feel like Codex was going away over time. Absolutely not our intention, we love Codex and it is here to stay.
- And we introduced regressions for some existing multi-agent workflows, alongside a collection of rough edges in plugins and other parts of the experience.

We’re landing a first set of improvements today. We’re resetting usage twice so people can keep experimenting, changing defaults and the model picker so they don’t push people toward unnecessarily expensive settings, fixing several plugin submission issues, improving how we represent Codex in the product, and cleaning up some of the most immediate desktop problems.

A larger set of improvements will land next week. We’re bringing chats and projects back into the sidebar in a more familiar and customizable way, making usage and reset timing much more visible, clarifying when to use ChatGPT Work and when to use Codex, and addressing the many other smaller pieces of great feedback we've had.

The ambition behind this launch hasn’t changed. We think bringing ChatGPT and Codex together into a workspace where people and agents can collaborate is a very important step forward. But an ambitious direction doesn’t excuse avoidable confusion or regressions in the first version.

Please keep the feedback coming. We’re moving quickly, and you should see the experience already get better with a few updates today; and substantially better again next week.

[HackerRank @hackerrank]

___________________________
| We have 30+ roles open |
|___________________________|
¯\_(•‿•)_/¯

We’re hiring across AI, engineering, product, DevRel, design, GTM, and creative:

1. Forward Deployed Engineer
2. Applied AI Engineer
3. AI Researcher
4. Machine Learning Engineer, Chakra
5. Machine Learning Engineer, Evaluation
6. Senior Machine Learning Engineer
7. DevRel Engineer II
8. Senior Product Manager
9. Senior Product Designer
10. Senior DevRel Engineer
11. Staff Engineer
12. Engineering Manager
13. Lead Data Engineer
14. Video Editor (AI Native)
15. Senior Backend Engineer
16. Senior Frontend Engineer
17. Web Experience Engineer, Framer
18. AI Data Operations Manager
19. AI Native Story Teller
20. Engineering Manager - Data
Come build the future of technical hiring.

[Maoist Landlord™️ @fleshsimulator]

This page is gonna have a rough day soon

[Taahirah | AI Engineer @shebuildsfire]

Mind Blown ! Just updated my ChatGPT app and the difference between 5.5 instant and 5.6 Sol is night and day.

Amazing Job guys !

[Taahirah | AI Engineer @shebuildsfire]

@sama @gabriel1 Are you a white or red person Sam? Do you like sweet or bold ?