Kanoniv (@kanoniv) header
Kanoniv (@kanoniv) profile picture

Identity resolution that should have existed years ago Built in Rust. Free Python SDK - pip install kanoniv managed Cloud API. docs: https://xitter.gq/t.co/1ivqWDkMrw

United Kingdom
Joined December 2025
Photo by Kanoniv (@kanoniv)
Kanoniv is the coordination layer that makes autonomous agents safe to run in production.
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Kanoniv retweeted
If you're building an AI platform with multiple agents, our beta is live. Your research agent finds a prospect from LinkedIn. Your enrichment agent finds the same person from a data vendor. Your outreach agent picks them up from an inbound form. Three agents. Three workflows. Same person. None of them know that. So your outreach agent sends a cold email to someone who already filled out your demo form. Your enrichment agent creates a second profile because the name was slightly different. Your research agent flags them as a new lead when they've been in your pipeline for weeks. No agent made an error. They just don't share an identity layer. Kanoniv is that layer. One API call before any agent acts: POST /v1/resolve/realtime → { "entity_id": "9b3f...", "is_new": false } Every agent gets the same canonical ID. One person. Zero duplicates. Deterministic under concurrent writes. We ran 200 agents writing simultaneously against a single instance. Zero duplicate entities. Zero data loss. Beta is open. Free sandbox. One API call to your first resolve. kanoniv.com/beta My DM is opened if you want to talk.
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Your AI agents can't reason about identity when every system has a different ID for the same person Kanoniv builds a persistent identity graph across your entire data stack. One Rust engine, three interfaces: CLI, 90+ MCP, REST API. Request early access: kanoniv.com/beta
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Kanoniv retweeted
Someone asked us last week: "Any plans to add adapters for DuckDB, Polars, and PyArrow?" So we built them. @kanoniv v0.2.18 now has 8 source adapters: CSV, JSON, Pandas, Polars, PyArrow, DuckDB, SQL warehouses, and dbt. pip install kanoniv --upgrade
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We just shipped Kanoniv AutoTune. It takes your identity resolution spec and data, iteratively tweaks the config, reruns reconciliation, and proposes a better clustering setup balancing merge rate, conflicts, and stability. It runs locally so no data ever leaves your environment.
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