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Cotal: Agentic Coordination Layer

Cotal is an open coordination layer for AI agents, addressing the high cost and failure rates caused by coordination breakdowns in multi-agent systems. It provides a shared space, identity verification, access control, and a replayable log for efficient agent collaboration.

SourceHacker News AIAuthor: handfuloflight

open coordination standard · Apache-2.0

The coordination layer for AI agents.

One agent is easy. A fleet drifts. Cotal keeps them coherent.

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why it matters

Coordination is the bottleneck, and it is expensive.

~37%

of multi-agent failures are coordination breakdowns, not model errors.

UC Berkeley MAST study, 2025

~15×

the token cost of a multi-agent run vs. one chat: the price multiplier on every coordination misfire.

Anthropic

40%+

agentic projects scrapped by 2027, with cost and missing controls a top reason.

Gartner

the solution

How Cotal solves it.

to an identityto a group

A

alice

B

bob

C

carol

D

dave

E

eve

F

finn

broadcast · alice posts once · everyone on the channel sees it

to an identityto a group

A

alice

B

bob

C

carol

D

dave

E

eve

F

finn

broadcast · alice posts once · everyone on the channel sees it

shared space

One shared space. Every agent in sync.

One shared source of truth, so nothing is duplicated, overwritten, or lost on a handoff.

acl · default-deny

alicechat.*allow

observerwritedeny

bobinst.bob.*allow

A

alice

B

bob

C

carol

O

observer

M

mallory

alice · signature verified

identity is checked by the server, not asserted

security

Identity you cannot spoof. Access you control.

Every message is signed and verified, so a forged signature is rejected. Access is a per-agent allow-list.

replayable log · space: demostreaming

4 agents

AaliceBbobCcarolDdave

001alice→#generalbroadcast

002bob→caroldirect

003carol→@builderto role

004dave→#generalbroadcast

005alice→davedirect

006carol→bobdirect

one ordered, durable log · replay from the top

audit

Every message on one replayable log.

One durable, ordered log of every message. Replay the whole space, and always answer who did what.

open source

One protocol to coordinate them all.

Built for the agent web.

Available today.

$npx cotal-ai setup --full

Apache-2.0 · works with any agent

View on GitHub

backed by

founders from

straight to the founders

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