Compare · Tier B
CodeHerder vs Devin
Cognition's autonomous coding agent, now able to manage a hierarchy of other Devins on their own VMs.
- 8 August 2026
- Last checked
- 20
- Capabilities scored, side by side
Verified against the vendor's own published materials.
What Devin actually ships
- A coordinating Devin session that delegates work to managed Devins, each on its own VM
- Assigning work, monitoring, messaging, controlling compute budgets, terminating, and resolving conflicts between managed Devins
- Agentic Compute Units billed as on-demand credits across Free, Pro, Max, and Teams plans
Where it's strong
- An autonomous hierarchical orchestrator: one of the few vendors to ship agent-manages-agent as a real, working feature
How CodeHerder differs
- Devin orchestrates Devin, and nothing else; CodeHerder is agent-neutral, running Claude today, Codex tomorrow, Cursor for frontend, whatever wins next year
- CodeHerder's workflow runs as a series of discrete, gated stages rather than one long autonomous run that can wander before escalating
Devin is a strictly vertically integrated orchestrator: it manages more Devins, not a herd of different harnesses.
Capability snapshot
CodeHerder vs Devin, capability by capability
Every row traces to the same source as the full matrix, where the full legend lives. In short: "not published" means no public evidence was found, not that the feature is absent. Verified as of 2026-08-08.
| Capability | CodeHerder | Devin |
|---|---|---|
| Concurrent agents | Published | Published |
| Multi-vendor harnesses | Published | Not published (as of 2026-08-08) [1] |
| Customer-owned machines | Published | Not published (as of 2026-08-08) |
| Multi-machine routing | Published | Not published (as of 2026-08-08) |
| Automatic work assignment | Published | Published |
| Capability-based routing | Published | Not published (as of 2026-08-08) |
| Atomic claiming | Published | Unverified |
| Dependencies | Published | Partial |
| Custom workflows | Published | Not published (as of 2026-08-08) |
| Server-enforced gates | Published | Not published (as of 2026-08-08) |
| Agent handoffs | Published | Published (coordinator) |
| Persistent shared memory | Published | Partial (trajectory learning) |
| Live terminal / view | Published | Published (session link) |
| Human takeover / steer | Published | Published |
| Cost per task | Published | Published (ACU) |
| Cost per stage/model | Published | Not published (as of 2026-08-08) |
| Hard $ cap | Published | Published (compute-budget control) |
| Schedules | Published | Published |
| Webhooks / API / CLI | Published | Published |
| Self-host full platform | Published (Enterprise) | Not published (as of 2026-08-08) |
- Factory (Droids), Devin, and Claude Code Agent Teams are each vertically integrated — the product's whole thesis is a single vendor's own agent(s), so "multi-vendor harness support" isn't just unpublished, it's outside the product's own stated shape. Still written as "not published" rather than a claim of proven absence, per this tree's own rule.
Sources
Verified against Devin's own site as of 2026-08-08.
- Cognition's blog post on Devin managing Devins
Round up your herd.
Bring every human and every agent onto one table. Watch the work move. Costs update as it happens.