The workstationwith 98% lessstale context

Take control of your context. Native turns it into one live map for your agents and apps, and flags anything out of date.

Hand your first task to an agent.

Works with Claude Code, Codex, ChatGPT and any MCP client.

Powerful agent layerFlexible human layer Back to the surface

Powerful agent layer

Built for millions of tokens a day.

Teams operating at the frontier of agent usage create millions of tokens of markdown each day. Systems built for humans fragment that markdown and make it difficult for agents to retrieve. Native changes that.

Your Markdown vault, 40× more efficient.

Measured on 40 questions, three runs each, over one company’s notes, kept once as a Markdown wiki and once in Native.

Fig. 1 · Tokens per correct answer

1M2M3M4M5M6M7M

7.50M

Inefficient context7.28M · 97%

new input, reasoning, output · 221k

0.17M40× fewer

Markdown wiki

Native

01How it works

The whole chain in one query.

Reading files, an agent walks the chain note by note, reading each one in full. Native gives agents SQL: one query follows the links and returns only what it asked for.

Fig. 4 · One question, two ways

Markdown vault61.3s

Answer · after 6 turns

? Which decision is holding up the Northwind deal?

› rg -il northwind notes/

notes/northwind.md

notes/weekly-2026-10-06.md

› cat notes/northwind.md

84 lines → status: blocked · see [[pricing-review]]

… reasoning: the blocker is in another note

› cat notes/pricing-review.md

110 lines → outcome: see [[decision-2026-09-12]]

… reasoning: is that decision still current?

› cat notes/decision-2026-09-12.md

66 lines → superseded by [[decision-2026-10-02]]

… reasoning: follow the newer decision

› cat notes/decision-2026-10-02.md

74 lines → status: waiting on [[finance-sign-off]]

… reasoning: has finance signed it off?

› cat notes/finance-sign-off.md

50 lines → 2 Oct pricing · not signed off yet

… reasoning: putting it together

✓ answer · after 6 tool calls

Native4.2s

Answer · after 1 turn

? Which decision is holding up the Northwind deal?

› query_sql

WITH RECURSIVE chain(id, depth) AS (

SELECT id, 0 FROM records WHERE name = 'Northwind'

UNION SELECT l.target_id, c.depth + 1 FROM links l

JOIN chain c ON l.source_id = c.id WHERE c.depth < 5)

SELECT r.kind, r.name, r.lifecycle

FROM chain JOIN records r USING (id)

deal Northwind blocked

review Pricing review decided

decision 12 Sep superseded

decision 2 Oct current

sign-off Finance pending

… reasoning: 2 Oct is waiting on finance

✓ answer · after 1 tool call

Illustrative. With files, the agent only finds the next link by reading the whole note; Native returns the structure without reading any note text. In the benchmark, the median attempt took 30.5 steps with Markdown and 5 with Native.

Read the research Read the code Get early access

Flexible human layerPowerful agent layer Back to the surface

Flexible human layer

Shape Native around your team.

In Native, agents meet you in familiar apps to take on tasks and deliver finished work. Agents draw on a layer beneath the apps, where Native keeps one live map of how everything connects.

Four apps, one task underneath.

One task, every appA task is a card on the board, a line in the doc and a row in a table. Change it in one and the others change too.
Build your own appsMake the app your team needs from the same map, or ask an agent to build it for you.
Shared, with permissionsBring everyone’s notes into one place, and choose who sees what.

Read the code Get early access