Ivan Makarov @ivan_mkrv
Entrepreneur & Rocket Scientist. Building Nautex AI - requirements-first software development platform. nautex.ai Palo Alto, CA Joined January 2022-
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Nautex AI update App writes complete specifications for Coding Agents and manages them to build reliably. App update: - smarter requirements change processing - LaTeX formulas in specs! Nautex MCP update: - added support for opencode setup - added support for codex setup…
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When Coding Agents context management did not go well
When Coding Agents context management did not go well
As the guy from both worlds I may say that we need solve AI pair system engieering to make flying cars widely possible. Humanity suck in building reliable compex systems. Suck H-A-R-D. And that takes a lot of capital to mitigate. Which makes the effort next to impossible.
As the guy from both worlds I may say that we need solve AI pair system engieering to make flying cars widely possible. Humanity suck in building reliable compex systems. Suck H-A-R-D. And that takes a lot of capital to mitigate. Which makes the effort next to impossible.
Suffering will persist until the reality model improves.
Requirements spec in the new code. Part of it is the setup of a dynamic system that should self-improve itself via a short feedback loop for smaller components. In order for the compilation to work, that system should be designed in advance.
Every time I see TTD post I can’t resist the urge to say how exceptional this software is in every dimension. It was running nice on my x486dx2 and 8mb of RAM.
Every time I see TTD post I can’t resist the urge to say how exceptional this software is in every dimension. It was running nice on my x486dx2 and 8mb of RAM.
Ivan Makarov retweeted
@ivan_mkrv @PrajwalTomar_ Highly recommend Nautex 👆
Ivan Makarov retweeted
@robj3d3 Bro manages expectations and hopes to overdeliver.
These cobras are too offensive and rude to be called Canadian
LLM Thinking Flow State My app has complex reasoning pipeline with up to 500k tokens in context for one shot granular document change management. On the first image (small number of ops) request uses structured output schema has rigid dict of lists, one list for each type of…
Hint: When the anxiety structure changes often, you cure the prior one with the new one and don't get bored. Just hold your roof tight and you are gonna make it.
Hint: When the anxiety structure changes often, you cure the prior one with the new one and don't get bored. Just hold your roof tight and you are gonna make it.
Google cooked
Ivan Makarov retweeted
@scuzzlebot @ivan_mkrv @levie Coding agents missing project lore is like giving a rocket to someone who skipped physics class. Nautex AI might finally get them up to speed.
Ivan Makarov retweeted
@ivan_mkrv @levie Exactly. Coding agents often default to being syntax engines, skipping the implicit problem-language you only get in standups and hallway chats. Context management isn’t just data plumbing — it's about piping in the tacit lore that makes code human-legible.
Cute litte buoy
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