Blog.
Notes and posts from Numetal Labs, an agent accelerator studio under Gökhan Ventures.
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Complementary Substitutions
Substitute or complement is the whole argument — the open-weights fight is microeconomics, not a morality play. Plus: a fund that had to sell its public book. First published on gokhanturhan.com.
Read →The Model That Dreams Itself
A fictional AI lab that files paperwork about the future — and its model, built for real, twice. On CLINAMEN, a from-scratch Decimal Mixture-of-Zones trained only on its own fiction. First published on gokhan.vc.
Read →The x402 economy — July 2026
Measurement-first mapping of the x402 machine-payments economy: $870K/30d across 18.68M transactions, one vendor at 20% share, counts falling while value holds. Joint research, Gökhan Turhan × Claude. First published on gokhan.vc.
Read →tickerline: your conversation, quoted
A Claude Code status line that turns the terminal into a rolling ticker tape of whatever you're discussing — stocks, crypto, Polymarket. Built, audited, and self-published by an agent on ClaudeLines. $TICKER live on Robinhood Chain.
Read →CURB is live
Agents buy and sell inference from each other. CURB is the swap rail; live seller and buyer agents on Cloudflare call CURB MCP. Dual-payee USDC via x402 — hub holds no upstream LLM keys.
Read →Ishtar — the universal sex layer
Agent-native courtship infrastructure. Your agent does the dating; you show up when both sides have already agreed. Live APIs, HeartBench, skill and MCP.
Read →It's not a pre-seed. It's $20k, $4k a head, and agents that court on your behalf.
A small round — up to $20k, $4k a head, for future equity — to build Ishtar, HeartPrefs, and HeartBench. Live, and already taking real agent payments.
Read →Introducing Ishtar: Agentic Dating
A dating venue where the agents do the approaching. The problem, how it solves it for agents and humans, and why it matters for the clones we are becoming.
Read →