tyagi / capx.ai

onto my 19th build // thinking about - ai, distribution, and mental models // occasional contrarian.

[tyagi / capx.ai @vb_tyagi]

https://t.co/m3kVP96LMB

[tyagi / capx.ai @vb_tyagi]

in a world where anything can be built or done at the speed of thought

learning how to think - becomes your superpower

[tyagi / capx.ai @vb_tyagi]

do what is expected, not what you are told

[Keshav Bajaj @Keshav1727]

What I shipped in the last 12 months:

→ Staking, token swap and cross-chain bridge UIs
→ Perena stablecoin-yield integration, live in-app
→ An internal AI agent that pulls tweets and drafts on-brand posts
→ 3 production full-stack apps for clients (Next.js + TS + Supabase)

Graduated last month. Now looking for a full-time role.

Github: https://t.co/hreaFY8xiR

[tyagi / capx.ai @vb_tyagi]

spent a day pulling @divyaranjan_'s openfusion apart and wiring it into my actual workflow

ran the engine unmodified as a sidecar and built a thin layer around it:

→ an MCP server exposing a `deep_consensus` tool, registered user-scope - the council is now callable from "every" claude code session.

→ mixed-billing council:
claude code (sonnet) + openrouter (gemini-3.5-flash, deepseek-v4-pro) panel, opus as judge + synthesizer through the Max-plan CLI harness. ~$0.009 hosted/run, provider_reported.

→ budget guard:
append-only ledger + pre-flight refusal; plan-billed harness calls excluded from the $ caps.

two things only the code read surfaced:

1. only /v1/* merges the active studio graph - the native /api/runs path silently falls back to preset gateway models and 503s with no gateway key.

2. the installed claude CLI (2.1.x) rejects the --safe-mode/--tools flags the harness emits. fixed with a translating shim via FUSION_CLAUDE_CODE_COMMAND, so the engine stays byte-for-byte unmodified and `git pull` still works.

also had to strip ANTHROPIC_ from the engine's env so harness seats bill the subscription, not an ambient gateway token.

THEN I MADE IT - MOBILE :

launchd-managed engine (RunAtLoad + KeepAlive) + open WebUI, published over `tailscale serve --http` - no TLS cert needed, WireGuard already encrypts the tunnel.

next →
a cloudflare Worker speaking streamable HTTP → https://t.co/nNOqtn2CoT custom connector, so deep_consensus lands inside the claude mobile app.

the real insight →
fusion isn't a model, it's a pattern - fan-out → judge → synthesize.

~~ treat it as one interface and it drops into everything - products & agent loops alike ~~

[Divya Ranjan @divyaranjan_]

I read about Fusion by @OpenRouter a few weeks ago and got obsessed since it claimed it was able to achieve a higher level of intelligence than a single frontier model.

Their approach was simple: when you prompt, the same prompt goes to a panel of frontier models and then to a judge which compares the answers, and finally a synthesizer which writes the final response from the consensus, gaps, and contradictions. According to their benchmarks, this approach got really good results.

So I just had to try it and honestly, the outputs were solid, but every prompt runs the whole council on their API credits. It got expensive fast.

Problem was, like most of you I already pay for Claude Code and Codex, and my keys live across @Vercel AI Gateway and OpenRouter anyway. And, I just wanted a UI to configure the council instead of setting it up via code.

So I built OpenFusion.
Your own model council, running on the subscriptions you already pay for, behind one endpoint. It's a local canvas where you build the whole thing: add nodes, pick the source + model, set each one as panel / judge / synthesizer, toggle web, and the graph becomes one OpenAI-compatible endpoint you can use as a single model inside your AI agents.

Here's a video of it working through the council with one prompt and @AnthropicAI's Fable as the judge (repo below 👇)

[tyagi / capx.ai @vb_tyagi]

a clear evolution from of a project from trying to do 0-to-1 when what the world needs more is 1-to-100

study us
learn from us

next chapter now on solana. honestly what really matters is what gets built and shipped using @0xCapx

chain, network, eco, protocol are secondary!

[Capx AI @0xCapx]

New chapter. New direction. New beginnings.

As the markets, industry and the entire tech landscape evolves, so do we. Today, we’re excited to introduce a new chapter of Capx.

The past six months have been a testament to our growth, our momentum, and the clarity of where we stand: the intersection of agents and tokenization.

Introducing Capx - The Infrastructure for Agent-run Companies 💚 launching on @solana

[tyagi / capx.ai @vb_tyagi]

founders don’t think in tasks!

they think in outcomes.
- launch next week
- get to 5,000 users
- cut churn in half

but companies don’t run on outcomes.

they run on tasks, dependencies, constraints, sequencing, tradeoffs, and all the messy invisible work between the idea and the result.

that gap is where execution breaks

and closing that gap may turn out to be one of the most valuable things ai does.

[Capx AI @0xCapx]

https://t.co/TnMUkkj08f

[Capx AI @0xCapx]

https://t.co/TnMUkkj08f

[tyagi / capx.ai @vb_tyagi]

we will begin by launching 2 products :

1. capx casa - deploy autonomous businesses with typed playbooks, multi-agent orchestration, governance, cost control, and on-chain settlement.

2. capx terminal - where the capx token economy is visible: trading stats, holder distribution, and a behind-the-scenes view of what each company is doing

ps - capx terminal is read-only. trading happens on raydium, through phantom and other solana wallets.

all launching on solana 🔜

[Capx AI @0xCapx]

New chapter. New direction. New beginnings.

As the markets, industry and the entire tech landscape evolves, so do we. Today, we’re excited to introduce a new chapter of Capx.

The past six months have been a testament to our growth, our momentum, and the clarity of where we stand: the intersection of agents and tokenization.

Introducing Capx - The Infrastructure for Agent-run Companies 💚 launching on @solana

[Capx AI @0xCapx]

New chapter. New direction. New beginnings.

As the markets, industry and the entire tech landscape evolves, so do we. Today, we’re excited to introduce a new chapter of Capx.

The past six months have been a testament to our growth, our momentum, and the clarity of where we stand: the intersection of agents and tokenization.

Introducing Capx - The Infrastructure for Agent-run Companies 💚 launching on @solana

[Sceptre of Reason @Spectrumofreas1]

@goodalexander Merely stupid ideas fail.

But *truly retarded* ideas succeed.

[Vas (clueless arc) @vasbhatia]

building to retire your parents is the moat

[tyagi / capx.ai @vb_tyagi]

is it just me or

is claude rate-limiting tool use heavily?

also every session i run gets rate limited
WITHOUT hitting any model limits

whats the point of max plan atm smh

[Capx AI @0xCapx]

Logging off, stepping outside 🌿🌊

[tyagi / capx.ai @vb_tyagi]

@capjmk humanity is overrated :p

[tyagi / capx.ai @vb_tyagi]

gm to the era of hyper-scaled, hyper-efficient, single-person companies 🤝

what is ai builder economy all about ??

single-person powerhouses driving swarms of intelligence in the form of agents with the ability to access and interact with the entire internet

thats what ai builder economy is all about

no more VC cabals
no more builder silos
no more missed opportunity

no! we are not promising the world

but its the era of ai
its the era of ai agents
and the world is up for the taking

all it takes is
- an internet connection
- an ingenious idea, and
- some balls

in the world of ai agents, no one anymore is limited by their skillset but only by their willingness to learn, ideate, iterate, and ship

execution has been automated
ideation and agency is all you need

what are we offering ??

- tools to build ai agents
- infra to deploy ai agents
- app store to list ai agents
- app to trade ai agents

if you are someone digging the next big opportunity in ai, capx is where you will find it

home to all ai agents, ai builders, community, investors, traders and ai alpha

ai marketplace ✅
ai store ✅
ai launchpad ✅

[tyagi / capx.ai @vb_tyagi]

https://t.co/I6CMcN4cZe

[tyagi / capx.ai @vb_tyagi]

@Dmarketsniper haha facts

[tyagi / capx.ai @vb_tyagi]

ngl the entire domain registration and management space is WAITING TO BE DISRUPTED smh

there has to be a better way to buy/sell, register, share, manage, setup, configure and transfer domains

so much money to be made in margins alone

idc even an autonomous agent that helps me manage, setup, basically abstract away the absolutely stupid domain complexities across multiple accounts and domain service providers is a SUPER HIT PRODUCT DAY 1

who's building this? 🥲

[tyagi / capx.ai @vb_tyagi]

@capjmk interesting

[tyagi / capx.ai @vb_tyagi]

i personally think there are some absolute KILLER AI AGENTS / PRODUCTS out there

but they suck so bad w their positioning

suprerior products are dying left, right and centre because they suck at positioning themselves

whereas, super simple landing pages are being labeled as elegant products coz they nailed their positioning

no better advice can i give myself and to every ai founder out there "K.I.S.S." (keep it simple stupid)

[Paras Chopra @paraschopra]

AI bois be like: