Most AI tools are single-player.
Companies are multiplayer.
We’re building Achiral — collaborative AI for close-knit teams: shared memory, team workflows, and collective intelligence.
Early users are SMEs and product teams.
https://t.co/vMi2iSOfkK
Web 1.0 connected documents.
Web 2.0 connected people.
Web 3.0 connected meaning.
Web 4.0 connects agency.
The leap is bigger than it sounds. Agency doesn’t create a new layer—it acts across all the layers beneath it.
I've been using OpenAI's Codex exclusively for last one week. I used Claude heavily before this.
Claude is great at answering questions. Codex is better at finishing work.
The difference shows up in long running task chains. I can hand Codex a bug, ask it to investigate, implement a fix, write tests, run checks, update docs, and it just keeps going at it until closure.
The best AI coding tools aren't the ones that generate the most code. They're the ones that require the fewest handoffs. 🤟🏻
Nessie just became the best way to get all your existing context, memory and history from ChatGPT, Perplexity, and Gemini into all the other places you have memory, and also get it into OpenClaw/Hermes Agent. Their OpenClaw and MCP servers are ace.
https://t.co/0L1JaBlTvg
i believe that permission-less protocols like SMTP or Text are dead in the water with AI. spambots were already the heaviest users of these protocols even before AI took over and knocked out human stamina from the equation completely.
the 30 year old mail infrastructure isn’t designed to withstand the oncoming avalanche.
We’re living in the West World already. I can’t tell if an email is genuinely written out of likeness or simply a regurgitated bayesian string of words.
I can’t even begin to explain the feeling.
I've been using OpenAI's Codex exclusively for last one week. I used Claude heavily before this.
Claude is great at answering questions. Codex is better at finishing work.
The difference shows up in long running task chains. I can hand Codex a bug, ask it to investigate, implement a fix, write tests, run checks, update docs, and it just keeps going at it until closure.
The best AI coding tools aren't the ones that generate the most code. They're the ones that require the fewest handoffs. 🤟🏻
I’m glad there’s AI to write code. Fellow developers sound a lot more human with LLMs taking over their trade.
No more of that “JSX transformation with tree shaking and component hydration pipeline” flex in every developer conference. 😜😜😜
When we started Achiral, the hard question wasn't whether we could build a shared-context AI for a small team. It was whether we could make it cheap enough for a 12-person company to afford.
Today we joined @NVIDIAStartups Inception. One less hard answer to find.
@paulg 1. voters are the stakeholders of a country.
2. investors are the stakeholder of a business.
only one method makes them richer.
the other makes the country richer.