two layers. one question.
There are two kinds of tool in AI coding. Some write the code: Claude Code, Codex, Cursor, Aider, Cline. PaellaDoc is the layer above, so most of them aren't alternatives, they're what PaellaDoc runs. The real head-to-heads are the other systems on the same layer. PaellaDoc decides done by running the code against criteria you set first. A green build is not a correct feature, and that's the line every row below comes back to.
Same layer, side by side.
| PaellaDoc | Devin | Conductor | Antigravity | Superset | |
|---|---|---|---|---|---|
| Runs on | Your machine | Cloud sandbox | Your Mac | Cloud + IDE | Your Mac |
| Model | Any agent | Cognition's stack | Any agent | Gemini only | Any agent |
| Decides “done” | Execution gate | Its own tests | You review | Its own browser | You review |
| Parallel agents in worktrees | ✓ | — | ✓ | ✓ | ✓ |
Versioned .paella artifacts | ✓ | × | × | × | × |
| Open pack SDK (method/stack/design) | ✓ | × | × | × | × |
| Reverse intake of an existing repo | ✓ | × | × | × | × |
| Telegram remote control | ✓ | × | × | × | × |
| Multi-repo control room | ✓ | × | × | × | × |
| No-coder mode | ✓ | × | × | × | × |
Model-agnostic and parallel agents aren't unique: Conductor and Superset do that too. The rows that only PaellaDoc fills are the bet: a gate that decides done by execution, and a product layer on top of the code.
The real head-to-heads.
Systems on the same layer as PaellaDoc. These are the honest comparisons.
PaellaDoc vs Devin
Devin grades its own tests in the cloud. PaellaDoc runs locally, model-agnostic, gates on execution, and serves the no-coder Devin can't.
read → parallel · reviewPaellaDoc vs Conductor
Conductor runs parallel agents and you review the diffs. PaellaDoc verifies instead of reviewing, and adds a product layer.
read → gemini · idePaellaDoc vs Antigravity
Antigravity is Google's agent-first IDE, locked to Gemini and built around the cloud. PaellaDoc is local, model-agnostic, gated.
read → parallel · reviewPaellaDoc vs Superset
Superset runs many parallel agents and reviews diffs at scale. PaellaDoc verifies instead of reviewing, with a product layer on top.
read →The agents PaellaDoc runs.
You don't choose between these and PaellaDoc. You run them inside it: PaellaDoc orchestrates them per task and gates whatever they produce.
PaellaDoc vs Claude Code
The agent alone, versus the agent inside a gate and a product layer.
read → runs insidePaellaDoc vs Codex
Same agent, but PaellaDoc decides done by running the code against your criteria.
read → runs insidePaellaDoc vs Cursor
Cursor is where you write code. PaellaDoc is the layer that runs agents and verifies their output.
read → runs insidePaellaDoc vs Aider
The open-source CLI pair programmer, run and verified inside PaellaDoc.
read → runs insidePaellaDoc vs Cline
The autonomous VS Code agent, with an execution gate and product artifacts around it.
read →What PaellaDoc adds on top of any of them.
- An execution gate: done is decided by running the code against your criteria, not by a passing build or a glance at the diff.
- A product methodology via an open SDK: method, stack, design, and validator packs, with first-class, versioned, comparable
.paellaartifacts. - Reverse intake of an existing repo, Telegram control, and a control room for the hundred repos on your machine.
- A no-coder mode that builds a whole product for someone who can't read a diff.
Frequently asked.
- Does PaellaDoc replace Claude Code or Codex?
- No. It runs them. You keep your subscription, PaellaDoc orchestrates and verifies what they produce.
- Is PaellaDoc an alternative to Cursor?
- Not exactly. Cursor is where you write and edit code. PaellaDoc is the layer that runs agents, verifies their output, and manages product across all your repos.
- What's the difference vs Conductor or Devin?
- Read the full comparisons: vs Conductor, vs Devin.