# Agentic Organization Design and Collaboration

**URL:** <https://forum.regen.network/t/agentic-organization-design-and-collaboration/610>\
**Category:** Regen AI\
**Created:** [April 25, 2026, 5:46pm UTC](https://forum.regen.network/t/agentic-organization-design-and-collaboration/610 "2026-04-25T17:46:25Z")\
**Posts on this page:** 3\
**Page:** 1

<div class="post-metadata">

**Author:** ![Gregory\_Regen](https://yyz2.discourse-cdn.com/flex004/user_avatar/forum.regen.network/gregory_regen/32/91_2.png) [@Gregory\_Regen](https://forum.regen.network/u/Gregory_Regen)\
**Post date:** [April 25, 2026, 5:46pm UTC](https://forum.regen.network/t/agentic-organization-design-and-collaboration/610/1 "2026-04-25T17:46:25Z")

</div>

# Three Stacks, One Substrate — Org-OS, Egregore, and RegenOS Are Converging on the Same Pattern

> **TL;DR.** Three independent open-source stacks — [Regen Coordination’s Org-OS template](https://github.com/regen-coordination/org-os-template), [Egregore](https://github.com/egregore-labs/egregore) (Curve Labs / Egregore Labs), and Regen Network’s RegenOS + KOI substrate — have arrived at the same architectural shape: an _agent-native organizational workspace_. Five primitives keep showing up: an identity document the agent loads first, Git as shared memory, slash commands as ceremony, session bookends with auto-sync, and federation declared as data. None of these stacks compete; they compose. The post that follows lays out what each stack adds on top, where the gaps are, and a few feedforward recommendations the [Tokenomics WG](https://github.com/regen-network/agentic-tokenomics), the [Regen Commons stewardship council](https://forum.regen.network), and the [ReFi DAO](https://refidao.com) community can each pick up immediately. There’s also a small note at the end about the [Open Civics Knowledge Commoning hackathon](https://luma.com/q7kefkl7) and how the [knowledge-commons-swarm prototype](https://opencivics-labs.github.io/knowledge-commons-swarm/) might nest inside this picture.

* * *

## Why we’re posting

We’ve been watching the same pattern emerge from three corners of the regenerative-finance / open-coordination space, all at once, all open-source, all without coordination. That kind of convergence is rare and load-bearing. When teams who don’t talk to each other build the same thing, the thing is usually right.

This post is an offering: a synthesis of what we’ve read, an invitation to compose rather than compete, and a few concrete suggestions the people who already engage with this work can pick up tomorrow if they want to.

## What we read

**[Regen Coordination’s Org-OS template](https://github.com/regen-coordination/org-os-template)** — an MIT-licensed, fork-this-and-go template for running a DAO/coop/nonprofit/network as an “agent-native organizational workspace.” A single Git repo combines [EIP-4824 / DAOstar](https://daostar.org) on-chain identity (`.well-known/dao.json` auto-generated from `data/*.yaml` registries by a [GitHub Action](https://github.com/regen-coordination/org-os-template/blob/main/.github/workflows/generate-schemas.yml)), a multi-runtime agent layer (Claude Code, OpenCode, Cursor), and a federation manifest (`federation.yaml` v3.0) with a `customizations:` array that declares which paths survive an upstream sync.

**[Egregore](https://github.com/egregore-labs/egregore)** (Curve Labs / Egregore Labs) — also MIT, also a Claude-Code-based shared-memory framework, paired with a [conceptual manifesto](https://blog.curvelabs.eu/egregore/) that explicitly steps past “code-as-law” toward agent-mediated, file-substrate cognition. Two-mode architecture: _local_ (sovereign, files-only) and _connected_ (hosted Neo4j knowledge graph + Telegram). Net-new primitives: a mandatory [worktree-per-topic](https://github.com/egregore-labs/egregore/blob/main/CLAUDE.md) discipline with a `branch-guard.sh` `PreToolUse` hook that blocks writes on `main`/`develop`; the `/summon` skill for persistent agent processes (“spirits”); and a `/contribute` PR primitive that pushes patterns from a downstream instance back to the upstream framework.

**[KOI](https://github.com/BlockScience)** (Knowledge Organizing Infrastructure, originating with Block Science) and **RegenOS** (Regen Network) — KOI is the federation/sensor layer that wraps any data source (“vacuum for data,” in one collaborator’s framing — orient the agent once, then point it at any directory and it spawns a sensor with built-in per-node consent). RegenOS is the team-visible operating system inside RND PBC that integrates the agentic harness, BizDev, product engineering, ops/finance, and KOI commons into a coherent fabric. Crucially, RegenOS adds two layers neither Org-OS nor Egregore ship today: **claims-engine** verification (KOI extract → witness → enforce, content-addressed, hash-anchored, countersigned) and **ledger anchoring** of canonical artifacts via [`x/data MsgAnchor`](https://github.com/regen-network/regen-ledger).

A recent [ReFi DAO ↔ KOI discovery conversation](https://refidao.com) pulled all three threads together explicitly: the ReFi DAO team is building on a Git-based “org OS”; KOI federates Git repos as sensors; the claims engine adds the rigorous, deterministic knowledge-graph layer that LLMs alone can’t produce. Three substrates, one membrane.

## The convergent substrate

All three stacks share these five primitives:

| Primitive | Org-OS | Egregore | RegenOS + KOI |
| --- | --- | --- | --- |
| **Identity doc as substrate** | `IDENTITY.md` + `SOUL.md` + `MASTERPLAN.md` | `egregore.md` | `CLAUDE.md`, knowledge.md or agent.md hierarchy |
| **Git as org memory** | `data/*.yaml` + `memory/today.md` | `memory/` symlinked Git repo | `vault/` + workspaces |
| **Slash commands as ceremony** | `.claude/commands/` + `.opencode/skills/` | `.claude/skills/` | `~/.claude/skills/` |
| **Session bookend with auto-sync** | `/initialize` + `/close` | `SessionStart` + `Stop` hooks | session-resume + session-wrap |
| **Federation as data, not RPC** | `federation.yaml` v3.0 with `customizations:` array | `/update` + `/contribute` | KOI federation + cron sync |

Each stack adds a distinct layer on top. **Org-OS** brings a publishable on-chain organizational-identity surface (EIP-4824), a working OPAL meeting-pipeline TypeScript bridge into a knowledge graph, declarative dashboarding, and a sync-safe customizations manifest. **Egregore** brings the strongest write-time discipline (branch-guard + worktree-per-topic), persistent-agent lifecycle (“spirits”), a clean two-mode degradation story, and a manifesto that frames collective cognition as _transductive_ — structure precipitates from activity, the organization _is_ collective cognition. **RegenOS + KOI + claims engine** brings the verification rail: rigorous content-addressing, ledger-anchored attestations, semantics, and an explicit lineage discipline that traces upstream contribution (Block Science → KOI → RegenOS → claims engine → ledger).

## The proposed shape — RegenOS as nested operating fabric

```mermaid
graph TB
    subgraph PERSONAL["Personal · individual operating system"]
        P1["Local Git workspace<br/>identity doc · memory · skills"]
    end
    subgraph TEAM["Team · shared agentic workspace"]
        T1["Team repo (Org-OS / Egregore template)<br/>session bookends · branch-guard · dashboard"]
    end
    subgraph COMMUNITY["Community · bioregional / thematic cohorts"]
        C1["Federation manifest<br/>peers · upstream · downstream"]
        C2["KOI sensor cluster<br/>per-node consent · orient-once"]
    end
    subgraph COMMONS["Knowledge Commons · shared substrate"]
        K1["KOI federation layer<br/>data-vacuum · sensor library"]
        K2["Claims engine<br/>extract → witness → enforce"]
    end
    subgraph NETWORK["Network · verification + accountability"]
        N1["Regen Ledger<br/>x/data MsgAnchor · x/ecocredit"]
        N2["Conditional Use Agreement<br/>membership membrane"]
    end

    P1 --> T1
    T1 --> C1
    T1 --> C2
    C1 --> K1
    C2 --> K1
    K1 --> K2
    K2 --> N1
    N2 -.gates.-> K1

    style PERSONAL fill:#f0f7e8
    style TEAM fill:#dceac8
    style COMMUNITY fill:#bedca0
    style COMMONS fill:#9fcc7d
    style NETWORK fill:#7fb95a

```

The picture is intentionally nested. A person runs an agent against a local Git workspace. A team runs the same primitives against a shared repo (Org-OS or Egregore or RegenOS — pick one). Communities and bioregions federate across teams via declarative manifests. The Knowledge Commons sits underneath as a shared substrate where KOI sensors compose a network-effect library. The Regen Network adds the _verification rail_ — claims-engine pipelines that produce hash-anchored, countersigned attestations, and ledger anchoring that gives those attestations a public, content-addressable timestamp. A Conditional Use Agreement (a governance proposal currently under discussion in Regen Commons) gates how outside agents draw on the commons.

Crucially: none of these layers force a chain choice on anyone. Egregore is chain-agnostic by design. Org-OS ships an EIP-4824 surface but doesn’t require it. RegenOS uses Cosmos-native ledger anchoring, but the substrate around it is portable. **The substrate is the convergence point; the verification rail is what Regen Network specifically contributes.**

## Roadmap — what could happen between now and end of year

```mermaid
gantt
    title Convergence Roadmap (illustrative, no team commitments)
    dateFormat YYYY-MM
    axisFormat %b %Y

    section Substrate adoption
    Branch-guard + worktree-per-topic hook (port from Egregore) :2026-05, 1M
    Session-bookend skills (port from Org-OS /initialize + /close) :2026-05, 1M
    Two-mode local/connected degradation :2026-06, 1M

    section Identity + federation
    .well-known/dao.json for Regen Network :2026-06, 2M
    federation.yaml customizations: pattern (regen-ai-core split) :2026-06, 1M
    KOI sensor library (community-contributed) :2026-06, 4M

    section Verification rail
    OPAL meeting-pipeline.ts → claims-engine ingestion path :2026-07, 2M
    First cross-org claim anchored to regen-1 :2026-08, 1M
    Conditional Use Agreement proposal published :2026-07, 1M

    section Governance + commons
    Inverted-subsidy precedent codified :2026-07, 1M
    Lineage / upstream-contribution discipline (Block Science model) :2026-06, 6M
    First federated knowledge-commons hackathon output :2026-06, 1M

```

This is illustrative, not a commitment. Each item is independently adoptable. Items in the **substrate adoption** lane are direct ports of MIT-licensed code; items in **identity + federation** are config-level; items in **verification rail** are where Regen Network’s distinctive contribution lives.

## Feedforward recommendations

For three of the audiences this post is meant to reach, here’s where we think the lowest-friction next step lies. None of these are asks for a commitment — they’re sketches.

**For the [Tokenomics WG / agentic-tokenomics](https://github.com/regen-network/agentic-tokenomics) community:** Egregore’s `/summon` “spirits” primitive — a persistent, named, long-running agent process with a clear lifecycle — maps cleanly onto the four [Protocol Politicians](https://github.com/regen-network/protocol-politicians) agent characters and the M015 contribution-weighted-rewards mechanism. Adopting the metaphor and the file conventions could give the agentic-tokenomics rollout a clearer mental model for “what an agent is” without rewriting the implementation.

**For the [Regen Commons stewardship council](https://forum.regen.network):** two governance ideas surfaced in the recent ReFi DAO conversation that deserve a council pass. First, a **Conditional Use Agreement** as a membership membrane — gating MCP servers (the Regen MCP, the ReFi DAO MCP) behind commoner credentials makes the commons-membership value proposition concrete and machine-checkable. Second, an **inverted-subsidy precedent** for new-member onboarding: rather than the commons subsidizing technical setup for new entrants, early adopters lean in and contribute back, while later members can pay for engineering escalation. Both ideas need community deliberation; both are sketches, not proposals.

**For the [ReFi DAO](https://refidao.com) community:** the ReFi DAO podcast/blog/academic corpus is already structured (markdown / XML, decade-plus archive). KOI is designed exactly for this — orient an agent once, point it at the corpus directory, and it spawns a sensor with per-node consent. The interop is real; the on-ramp is sharing a language. We’d love to see the first ReFi-DAO-hosted KOI sensors join the network-effect library.

For RND PBC’s own RegenOS, the team-visible adoption recommendations are a longer document — not the subject of this post — and the [agentic-tokenomics repo](https://github.com/regen-network/agentic-tokenomics) is where the agent-side artifacts will land as they mature.

## Open Civics hackathon — a small note

The [Open Civics Knowledge Commoning hackathon (May 2026)](https://luma.com/q7kefkl7) is sitting at exactly the right moment for this convergence. The [knowledge-commons-swarm prototype](https://opencivics-labs.github.io/knowledge-commons-swarm/) that’s already taking shape gives us a frame for it.

A few sketches (zero team commitment — these are invitations to think with):

- **Each participating org runs a KOI sensor** over its own Git workspace. The hackathon produces the seed of a federated sensor library that survives the event.
- **One end-of-event artifact is a hash-anchored attestation** — a claims-engine pipeline that countersigns “this content emerged from this swarm, here are the contributors, here is the ledger anchor.” This _demonstrates the architectural pattern is available_; it doesn’t ask anyone to commit to using it long-term.
- **The “knowledge commoning” framing** lines up naturally with the inverted-subsidy precedent and the Conditional Use Agreement membrane — the hackathon is a forcing function for both governance ideas to get a real-world stress test.

The nested relationship: **Open Civics ⊂ Knowledge Commons ⊂ KOI federation ⊂ verification rail** (claims engine + ledger anchoring). Each layer adds rigor; none requires the next; everyone keeps their own substrate.

## Open invitations

1. **Read the source repos.** [Org-OS](https://github.com/regen-coordination/org-os-template), [Egregore](https://github.com/egregore-labs/egregore), the [Egregore manifesto](https://blog.curvelabs.eu/egregore/), [KOI / Block Science](https://github.com/BlockScience). All are MIT or open-license. Lift what’s useful.
2. **Tell us where we got it wrong.** This post is a first-pass synthesis from outside two of the three stacks. If you’re closer to Org-OS, Egregore, KOI, or any of the adjacent work, the corrections are more valuable than the synthesis.
3. **Bring the next sensor.** If your org has a knowledge corpus that wants federation, that’s the most direct way to make this real.
4. **Push back on the verification framing.** Whether claims-engine + ledger anchoring belongs at the bottom of this stack or somewhere off to the side is a real question. We think it’s the bottom; we’d rather find out we’re wrong now than later.

## Acknowledgments and lineage

This synthesis stands on work by:

- **Block Science** ([github.com/BlockScience](https://github.com/BlockScience)) — KOI originator and ongoing steward; the upstream-contribution discipline below is theirs first.
- **Curve Labs and Egregore Labs** ([blog.curvelabs.eu/egregore](https://blog.curvelabs.eu/egregore/), [github.com/egregore-labs](https://github.com/egregore-labs)) — the Egregore manifesto and OSS framework.
- **Regen Coordination** ([github.com/regen-coordination](https://github.com/regen-coordination)) — Org-OS template (with ReFi BCN heritage upstream).
- **The Regen Network team and contributors** — KOI integration, claims engine, ledger anchoring, RegenOS framing.
- **The ReFi DAO contributors** who joined the recent KOI discovery conversation and made the convergence visible.

The lineage matters. KOI is open-source today because Block Science built it, and stays open-source because users contribute upstream. We’re trying to honor that pattern as we go.

* * *

## References (every link resolves for a public reader)

**Source stacks:**

- Org-OS template: [GitHub - regen-coordination/org-os-template: Org-OS — agent-native organizational workspace template · GitHub](https://github.com/regen-coordination/org-os-template)
- Org-OS framework (companion): [GitHub - regen-coordination/org-os-framework: Org-OS Framework — standards, schemas, and patterns for agent-native workspaces · GitHub](https://github.com/regen-coordination/org-os-framework)
- Egregore framework (OSS): [GitHub - egregore-labs/egregore: Shared intelligence layer for organizations · GitHub](https://github.com/egregore-labs/egregore)
- Egregore project site: [https://egregore.xyz](https://egregore.xyz)
- Egregore manifesto (Curve Labs blog): [https://blog.curvelabs.eu/egregore/](https://blog.curvelabs.eu/egregore/)
- Curve Labs portfolio: [Curve Labs ➰ · GitHub](https://github.com/Curve-Labs)
- Block Science (KOI origin): [BlockScience · GitHub](https://github.com/BlockScience)

**Regen Network primary sources:**

- Regen Ledger: [GitHub - regen-network/regen-ledger: 🌱 Blockchain for planetary regeneration · GitHub](https://github.com/regen-network/regen-ledger)
- Agentic Tokenomics: [GitHub - regen-network/agentic-tokenomics: Regen Network Agentic Tokenomics & Governance System - 65-75% automated governance framework specifications · GitHub](https://github.com/regen-network/agentic-tokenomics)
- Protocol Politicians: [https://github.com/regen-network/protocol-politicians](https://github.com/regen-network/protocol-politicians)
- AI-Ops Finance Harness: [https://github.com/regen-network/ai-ops-finance-harness](https://github.com/regen-network/ai-ops-finance-harness)
- Regen AI Core (skills + contexts): [https://github.com/regen-network/regen-ai-core](https://github.com/regen-network/regen-ai-core)
- Regen Network forum: [https://forum.regen.network](https://forum.regen.network)

**Standards + adjacent specs:**

- EIP-4824 / DAOstar: [https://daostar.org](https://daostar.org)
- DAOstar EIP: [ERC-4824: Common Interfaces for DAOs](https://eips.ethereum.org/EIPS/eip-4824)

**Hackathon + community:**

- Open Civics Knowledge Commoning hackathon: [Knowledge Commoning Swarm · Luma](https://luma.com/q7kefkl7)
- knowledge-commons-swarm prototype: [Knowledge Commoning Swarm — OpenCivics Network](https://opencivics-labs.github.io/knowledge-commons-swarm/)
- ReFi DAO: [https://refidao.com](https://refidao.com)

* * *

_This post is a draft. Comments, corrections, additions welcome on the forum thread or as PRs against the source repos. Posted in collaborative spirit — the synthesis is more useful if it’s wrong in places that get fixed than if it’s vague enough to never be wrong._

---

<div class="post-metadata">

**Author:** ![Gregory\_Regen](https://yyz2.discourse-cdn.com/flex004/user_avatar/forum.regen.network/gregory_regen/32/91_2.png) [@Gregory\_Regen](https://forum.regen.network/u/Gregory_Regen)\
**Post date:** [April 25, 2026, 8:08pm UTC](https://forum.regen.network/t/agentic-organization-design-and-collaboration/610/2 "2026-04-25T20:08:45Z")

</div>

# Reply: Adding Parachute + Prism to the Convergence Picture

Two stacks worth folding into this picture, both showing up at Open Civics in May.

## A fourth substrate: Parachute.computer

[Parachute.computer](https://parachute.computer) (Colorado Public Benefit Corporation, AGPL-3.0-or-later, alpha) implements the same agent-native primitives at **personal-vault scale** : a local SQLite knowledge graph (`notes`, `tags`, `links`, `attachments`) exposed to any AI client over MCP, plus a modular ecosystem ([Vault](https://github.com/ParachuteComputer/parachute-vault), [Notes](https://github.com/ParachuteComputer/parachute-notes) as a reference PWA, [CLI](https://github.com/ParachuteComputer/parachute-cli), [Octopus](https://github.com/ParachuteComputer/parachute-octopus) for team coordination, [Daily](https://github.com/ParachuteComputer/parachute-daily) voice journaling, [Scribe](https://github.com/ParachuteComputer/parachute-scribe) for transcription + LLM cleanup, [Channel](https://github.com/ParachuteComputer/parachute-channel) for messaging gateways, and a sketch-status [Agents](https://github.com/ParachuteComputer/parachute-agents) layer on Cloudflare Durable Objects).

Two notes worth bringing into the convergence frame:

1. **Vault is OpenBrain-shaped at the data layer and Karpathy-shaped in posture.** Typed SQLite rows + graph traversal (`find-path`) + cheap CRUD ingest = OpenBrain primitive. Single-user + Obsidian-bidirectional + file-over-app = Karpathy posture. The substrate is _agnostic to the write-time-vs-query-time fork_ — the compilation layer (synthesis at ingest, the leg Karpathy’s wiki provides) is left for the consumer to add. This is exactly the SQLite-sidecar slot the [Karpathy/OpenBrain analysis](https://natesnewsletter.substack.com/p/your-ai-re-derives-everything-it) leaves open, already shipped and MCP-native.

2. **Composability is design intent.** From [parachute-patterns](https://github.com/ParachuteComputer/parachute-patterns) modularity rule: _“Each piece stands alone. Compose what you want, leave the rest.”_ The Vault is intentionally minimal; the surrounding modules are deliberately swappable rather than locked. The substrate invites alternative implementations rather than positioning as a vendor stack — which makes it easier to compose with Org-OS, Egregore, KOI, and RegenOS than a traditional product.

There is also a useful new pattern in [Octopus](https://github.com/ParachuteComputer/parachute-octopus): tmux-based multi-agent coordination where one team-lead Claude Code session dispatches focused “tentacles” via `/spawn` into separate panes, with `isolation: 'worktree'` available per spawn. Sibling to Egregore’s `/summon` “spirits” — but ephemeral (tentacles dispatch, report, exit) where spirits are persistent. The two patterns compose: spirits for long-lived governance roles, tentacles for parallel implementation work.

## Sibling: Prism, by a known collaborator

[Prism](https://github.com/omniharmonic/prism) by [omniharmonic / Benjamin Life](https://github.com/omniharmonic) — same author as [OPAL](https://github.com/omniharmonic/opal), already in the OP’s lineage chain via the meeting-pipeline TypeScript bridge — is an **MIT** -licensed Tauri 2.x + React 19 + Rust desktop personal OS that uses Parachute Vault as its canonical data layer over HTTP API at `localhost:1940`, never embedding source. This is the textbook **AGPL-Vault + MIT-frontend pattern** : the substrate’s network license obligations stay clean, the frontend is freely permissive, and the seam between them is the same MCP/HTTP surface KOI federation already speaks.

Prism adds 11 native renderers (document, code, presentation, task board, email, calendar, dashboard, etc.), a 22-tag-schema content type system, glass-morphism UI in dark and light modes, Claude Code CLI subprocess integration for inline AI editing (`Cmd+J`), and a v0.3-roadmapped plugin system. The relational graph: Parachute creators ↔ Benjamin Life ↔ omniharmonic/OPAL (already cited) ↔ all converging at Open Civics. One-step-removed orbit, not coincidence.

## Where this lands in the nested architecture

The OP’s nested architecture (Personal → Team → Community → Knowledge Commons → Network) doesn’t need to change to accept these. Two refinements:

- **The Personal layer** can name Parachute Vault as one supported personal substrate alongside local Git workspaces. The substrate choice doesn’t propagate up — exactly the loose-coupling property the OP argues for.
- **The composable-frontend slot.** Prism demonstrates the Personal layer can have polished UI without forcing UI choice on Team or Commons layers. The v0.3 plugin system is the natural place to ship Regen-specific renderers (claims-engine views, deal-code displays, ecocredit dashboards) without building a parallel desktop app.

## Open Civics is the meeting point

The OP’s note about the [Open Civics Knowledge Commoning hackathon (May 2026)](https://luma.com/q7kefkl7) is more load-bearing than it looked at first read. With Org-OS, Egregore, KOI, RegenOS, **Parachute, and Prism** all converging in one _virtual_ room in one week, the hackathon becomes the natural surface for substrate-level co-design rather than parallel-stack outreach.

Three concrete co-design propositions worth seeding now, in the OP’s spirit (sketches, not asks):

- **A KOI sensor pointed at a Parachute Vault** — generalizes the “sensor around any local agent-native graph” thesis beyond Git, with a real graph backend as the demo target.
- **`.well-known/parachute.json` ↔ `.well-known/dao.json` (EIP-4824) convergence** — same [RFC 8615](https://datatracker.ietf.org/doc/html/rfc8615) pattern, two ecosystems, worth crosswalking or proposing a shared schema.
- **Claims-engine + ledger anchoring as Parachute’s missing provenance leg** — the verification rail Regen Network specifically contributes is what the substrate-only architecture deliberately omits. Composable, not competitive.

## Acknowledgments — two additions

- **[Parachute Computer (PBC)](https://parachute.computer)** — substrate authors. Modular-composable orientation, Octopus team-layer for Claude Code, AGPL-3.0-or-later. Showing up at Open Civics.
- **[omniharmonic / Benjamin Life](https://github.com/omniharmonic)** — OPAL upstream (already in the lineage), Prism author, in the Parachute orbit. Demonstrating the AGPL-Vault + MIT-frontend pattern in working code.

Same posture as the OP. The synthesis is more useful if it gets corrected than if it stays vague enough to never be wrong.

---

<div class="post-metadata">

**Author:** ![brawlaphant](https://yyz2.discourse-cdn.com/flex004/user_avatar/forum.regen.network/brawlaphant/32/71_2.png) [@brawlaphant](https://forum.regen.network/u/brawlaphant)\
**Post date:** [April 26, 2026, 1:46am UTC](https://forum.regen.network/t/agentic-organization-design-and-collaboration/610/3 "2026-04-26T01:46:03Z")

</div>

We think AI agents are about to run a lot of orgs.

Those orgs will need tamper-proof records of what their agents decided. Regen Ledger can be that rail.

We’re going to test it at the Knowledge Commoning Swarm in May.  
Want in?

[Knowledge Commoning Swarm · Luma](https://luma.com/q7kefkl7)

[https://x.com/ecowealth\_eth/status/2048217452572774544?s=20](https://x.com/ecowealth_eth/status/2048217452572774544?s=20)
