Sergey Generalov

Building something new. ex-Meta (AI Infra), AWS, Isovalent, startups

[Sergey Generalov @genbit]

@jeff_weinstein @stripe Yeah, and there is no ceiling for agent driven growth of economy

[Sergey Generalov @genbit]

https://t.co/MsM96R3h6Z

[Sergey Generalov @genbit]

Most enterprises yeah, 5k/y
But full agentic development is in very early stage. Most of systems are still integrated, ci/cd is not agentic, testing is not agentic, and I would argue average enterprise developer still has pattern - describe task -> approve plan -> verify (agents are waiting for humans a lot) and only run one or two agents in parallel

[Sergey Generalov @genbit]

@martin_casado @rough__sea awesome, thanks!

[Sergey Generalov @genbit]

@martin_casado @rough__sea Would love to know the sources. Went vegan for a long time for same reasons, but then I’ve eventually came to focus on just sourcing correctly but it has been hard to verify.

[Jaya Gupta @JayaGup10]

https://t.co/yiGW8jKKXk

[Sergey Generalov @genbit]

Took a while, but here it is – 0.1.0 version – `tap mount salesforce`, and then cat/ls/grep works https://t.co/Wh3PWN5yxM and https://t.co/33bWpaPWUc . Enterprise APIs declared as YAML. Even will be able to do tap search with local QMD or centralized vector, and more (in works)...

[Sergey Generalov @genbit]

https://t.co/MsM96R3h6Z

[Logan Kilpatrick @OfficialLoganK]

my competitive advantage is that i'm having fun

[Sergey Generalov @genbit]

why I cannot use @grok when writing X Article? @nikitabier

[Sergey Generalov @genbit]

I’ve tried it. Honestly, not perfect yet and lugging compared to CLI. I think we yet to see true productivity boost through 24/7 agents

[Ado @adocomplete]

ICYMI - Claude Code in the Claude Desktop app!

Benefits:

→ Visual session management instead of terminal tabs
→ Parallel sessions via git worktrees
→ Run locally or in the cloud
→ One-click to open in VS Code or CLI

Same Claude Code. Better ergonomics.

[Sergey Generalov @genbit]

MCP is just regular APIs with better documentation (tool prompts)

[Aditya Prerepa @APrerepa]

hi, @xai is hiring for k8s/traffic people on our supercomputing team -- you get to work with a lean and fast-moving team while shipping massive impact to many users worldwide. this is the most fun i've had at any company!

please apply/DM and share.

https://t.co/Mk4DvAzXrt

[Sergey Generalov @genbit]

It’s @OpenAI move to strengthen their grip on enterprise customers. There are quite a few that don’t want their data be sent to Azure, because their use Google, AWS, or other reasons. Before vendors had to figure out how to adapt their prompts / eval / quality to OSS models, mostly llama - maintain different stacks. How you can go multi cloud with GPT OSS, no need to invest in llama models

[Sergey Generalov @genbit]

@grok How do you know it’s fixed

[Sergey Generalov @genbit]

I think a broke @grok , has been stack in thinking loop for 20 mins

[Sergey Generalov @genbit]

@nikitabier maybe have fail safes to stop from overthinking and ask user for clarification if needed

[Sergey Generalov @genbit]

Devs got brainwashed over last decade that you must have micro services, server side rendering, virtual dom - all kind of cool staff to build business value on internet.

Controversial opinion: index.php of 30k lines is OK, it’s even preferable over complexity of modern stacks in case of @levelsio

I’ve seen 10k lines on Perl, that powered satellites websites for 300 local hotels, banks still work on mainframes — all driving value.

If it works for business - it’s ok.

There is art and satisfaction in building smooth UX transitions and rich UIs. There is art and satisfaction in driving business value. But saying photoai wouldn’t scale because it’s single php - is not understanding what its value and business.

[@levelsio @levelsio]

@ihorvorotnov @alex_zooni Photo AI is 30,000+ lines in index.php

[Sergey Generalov @genbit]

Enterprises like Apple built their brand on deterministic, tightly controlled experiences. GenAI breaks that model - user experience is now probabilistic, scope explodes. PRD driven companies like Apple can’t simply adapt; it requires rethinking how they build, test, and ship.

[Austen Allred @Austen]

It's honestly impressive how Apple's AI can receive an incoming message and summarize it in a way that's the same length as the original but still removes 100% of the valuable details