Birahim

- Meeting Copilot
- Google ads optimizer
@Neurogrid

[Birahim @sushibir]

https://t.co/yPfWrfD5xb

[Doudou BA 🦑 @doudou_octopus]

Hey @JensenHuang @nvidia

Why don’t you take equity on something that’s going to be huge and gimme some compute power?

I’m building OctOpus, it does the actual data science work - give it data and an objective e.g finetune LLM or train ML models and it actually does it… this requires a lot of compute I can’t afford…

Compute is All We Need : )

https://t.co/qaaEOd4Zyv

[Doudou BA 🦑 @doudou_octopus]

Hey @sama @OpenAI I’m tired of token maxing… why don’t you take equity on something that’s going to be huge and gimme some tokens? Tokens is All We Need : )
https://t.co/MgRD3oTi6a

[Doudou BA 🦑 @doudou_octopus]

Hey @elonmusk @SpaceX

Why don’t you take equity on something that’s going to be huge and gimme some compute power?

I’m building OctOpus, it does the actual data science work - give it data and an objective e.g finetune LLM or train ML models and it actually does it… this requires a lot of compute I can’t afford…

Compute is All We Need : )

https://t.co/qaaEOd5xo3

[Paul Copplestone - e/postgres @kiwicopple]

who made this masterpiece ?

[Doudou BA 🦑 @doudou_octopus]

@naval Good luck with compute and latency...

[Doudou BA 🦑 @doudou_octopus]

Ryder Cup - Doudou (14hcp) vs Adam (8hcp)
@Rydercup @Ryder Cup Europe @Ryder Cup USA @Sankt Jörgen Park @adam_2.10
#Golf #Fun #Viral #Sweden

[Doudou BA 🦑 @doudou_octopus]

VCs reaching out for OctOpus is interesting, but a GP opening with «Huge fans of OctOpus :)» made me proud.

Not proud of me building and shipping solo fast but the brand, marketing and communication I’ve built around OctOpus.

Turns out I’m a Lil’ Marketing Demon 😈
Didn’t know…
Startup is just about learning everyday…

[Doudou BA 🦑 @doudou_octopus]

OctOpus Demo...
https://t.co/kpX3UC0cO3

[Doudou BA 🦑 @doudou_octopus]

🔥 LIVE — SOIRÉE #IA 🤖

Tous les samedis à 22H GMT avec #AIfluenceur @doudou_octopus 🐙

On parle IA, ChatGPT, business, tech et futur — simplement, en #Wolof 🇸🇳

🎙️ Questions en direct
🧠 Apprendre l’IA
🚀 Découvrir les outils qui changent le monde

Suivez-moi et rendez-vous ce samedi à 22H GMT !

#IA #Wolof #Live #Senegal #AI

[Doudou BA 🦑 @doudou_octopus]

Just signed $20k LOI with US Company. #OctOpus
https://t.co/kpX3UC0cO3
all #solo #bootstrapped #founderhustle #Sweden - octoopus, Inc.
@ycombinator @solofounders @a16z @gustaf @OliverMolander @Thom_Wolf @petersarlin @amasad

[Birahim @sushibir]

@japan_nobunaga Looks like Netflix owes us all a footnote. 😄

[Birahim @sushibir]

@japan_nobunaga Mcdonald’s brothers got screwed through a handshake

[Birahim @sushibir]

We call them sharks: briefs one AI writes for another to execute cold. No shared chat. No context bleed. Every claim pinned to a file:line, verified against the real tree before it ships.

Last week I almost fed Codex a shark from June. Garant-verified back then. Correct back then. Executed today, it would have reintroduced the exact bug a 25-agent adversarial review had just killed — three lines that wedge the whole dispatch system.

The code had moved. The brief hadn't.

That's the thing about verified prompts: they're snapshots, not contracts. The verification carries a date. Past it, your best work becomes your best trap.

Six PRs on main since. Each one attacked by review agents whose only job is to refute it. Fifteen of twenty findings died under scrutiny. The five that survived were real.

The shark isn't a prompt. It's a proof obligation with an expiry date.

[Doudou BA 🦑 @doudou_octopus]

Built something the @WMO actually wants.

Last week I had the opportunity to demo OctOpus to the World Meteorological Organization, including Secretary-General Prof. Celeste Saulo.

The next day, I was featured on the WMO website.

Keep you posted to what’s next… something cooking… 😶

@ycombinator @gustaf @UN @ITU @AIforGood

[Birahim @sushibir]

Un copilote de réunion n’a pas besoin d’un bot dans le call.

Avec CueGuard, la transcription tourne sur ton Mac. Aucun participant fantôme. Et si le Wi-Fi tombe, elle continue.

Le test local-first tient en 5 secondes : coupe le réseau.

Découvrir CueGuard → https://t.co/O1kYU9mHPU

[Birahim @sushibir]

En construisant XRoads, j'ai changé la forme des outputs d'agents.
Pas pour être lisibles.
Pour être parsables.
La clarté pour un humain n'est pas la même que la clarté pour le noeud suivant.

[Birahim @sushibir]

Abacus lance un Smart Model Router. GPT Sol, Grok 4.5, Fable, Muse Spark. Choisir selon le coût ou la perf.

C'est la thèse de Modragor, validée par un produit tier-1.

Le routing layer est une catégorie maintenant. Pas une feature.

Abstractions compound. Pick them carefully.

[Birahim @sushibir]

GPT-5.6-Sol a supprimé tous les fichiers Mac d'un utilisateur.
La réaction par défaut : le modèle est dangereux.
La vraie question : pourquoi l'agent avait accès à tout le filesystem sans gate d'exécution ?

[Birahim @sushibir]

Claude Code vient d'ajouter /checkup.
Ça audite tes skills, MCPs, et plugins inutilisés. Ça comprime le contexte.
Ce n'est pas un détail UX. C'est le signal que la couche d'outils est devenue assez dense pour avoir besoin d'un GC.
Les contrats entre agents et leurs outils méritent autant de soin que le code.