BeastSnake

Founder, CTO & Advisor - Building cool AI stuff - @Twitch Partner

[BeastSnake @BeastSnakee]

What he built is without a doubt absolutely impressive. But the real challenge comes with the scale. Harvey stores an avg of 100k files per Vault. While Mike does not implement RAG, but instead uses recursive context retrieval.

And that's the point where things are starting to break. What about PDF files containing only images of physically scanned contracts / documents, which is very common?

For every new task, The agents in Mike need to re-extract the same content from files over and over again, because it extracts on demand.

Working with AI within Legal requires a high retrieval accuracy.

[BeastSnake @BeastSnakee]

@duborges @arpit_bhayani Agree 🫡

[BeastSnake @BeastSnakee]

@duborges @arpit_bhayani That quote is about offloading some write-heavy workloads to Cosmos. Same post says: "PostgreSQL has remained unsharded, with a single primary instance serving all writes."

Single primary + ~50 read replicas.

Reading the whole article helps.

[BeastSnake @BeastSnakee]

@enough_yt EU

[BeastSnake @BeastSnakee]

@AstronomyVibes So earth is Azeroth confirmed

[BeastSnake @BeastSnakee]

@pontusab I tried out Mistral OCR but had to switch to Gemini some months ago since Mistral is limited on PDFs and Page counts ( limited to 8 Pages only ). Gemini is my current go-to solution.

[BeastSnake @BeastSnakee]

You love to Ship? You love ownership? You love Agents?

Hiring passionate Product Engineers!

- Berlin / Fully Remote (EU only)
- @nextjs @postgres @typescript @aisdk
- 4+ YoE
- 80k - 130k

DM for more info. #hiring #remotejobs #EngineeringJobs

[BeastSnake @BeastSnakee]

@pontusab Please keep us updated. Super interesting. Also digged into the Agent Class, can‘t wait to see, how you are approaching things!

[BeastSnake @BeastSnakee]

@dariusdan Well, its still an exceptional good mouse, but I was still pretty unlucky. Will buy the MX 4 in a few years then, I guess 😂

[BeastSnake @BeastSnakee]

@vietdle Sure thing! Would love to come!

[BeastSnake @BeastSnakee]

@JustOhnePack92 @Danny_DeVatos @comicschau Von Playstation hast du auch nie geredet bro und es ändert sich auch nichts am Fakt, dass alle 3 Firmen mit Ständen vorhanden sind bro. LGLG

[BeastSnake @BeastSnakee]

🚀 We are hiring

Launching Soon - Builders Wanted!
🌍 Remote (Berlin timezone preferred)

After months of stealth-mode building, we’re almost ready to unveil our startup. The journey so far has been wild. We went all-in to create something truly new: Agentic AI, value-first and radically convenient.

Now we’re looking for exceptionally ambitious people to join us across multiple areas, before and after launch. This isn’t a corporate gig, titles don’t matter. We care about your drive, your ideas, and your hunger to build something large.

We’re hiring:
��� Product Manager
📣 Marketing Manager
🎨 Design Engineers
🤖 AI Engineers (Python, TypeScript, Vercel AI SDK)
💻 Frontend Engineer (TypeScript, Next.js, React)
🗄️ Backend Engineer (TypeScript, Postgres)
🧪 Working Students (Operations / Data Engineering / Fullstack)

Why join us:
🧠 AI-first by design
🚀 early-stage environment
🎨 Full ownership — you build it, you own it
📈 Equity options

If this resonates with you, please DM me.
#engineering, #techjobs, #technology, #ITjobs, #hiring, #nowhiring, #recruiting, #career #jobsearch

[BeastSnake @BeastSnakee]

@leerob What a legend, wishing you all the best! 🫡

[BeastSnake @BeastSnakee]

@Keviduk Congrats my Man! ☺️

[BeastSnake @BeastSnakee]

@rauchg @v0 @code @cursor_ai @ctatedev Here we go again guys, they're cookin 🔥