Developer Tools
LiveAsksemble
Before AI builds it, challenge the plan.
Independent judgment for AI-generated work. Asksemble reviews plans from coding agents and other AI tools with reviewers from different model providers, so you approve the exact version that gets built.
Plan from your coding agentauthor: OpenAI
Add subscriptions: 1) create a payment webhook route, 2) store the plan on the user, 3) gate Pro features.
Independent reviewer: Anthropic· different provider from the author
Why it exists
The problem Asksemble solves
When the same AI that wrote a plan also grades it, hidden assumptions, risks and missing evidence slip straight into the code.
Asksemble brings in an independent reviewer from a different provider than the plan's author, and adds more reviewers only when the risk calls for it. Findings, disagreements and evidence gaps land in one ledger; you accept, reject or challenge each one, then approve a locked plan to hand back to your agent.
How it works
Three steps. That's it.
Bring the plan
Paste a plan or send it from Codex, Cursor, Claude or Windsurf via MCP or the API.
Independent reviewers challenge it
Reviewers from other providers flag risks, assumptions and missing evidence.
Approve the version that ships
Decide on each finding, then hand a locked plan back to your coding agent.
Inside the product
Everything you need, nothing you don't.
- Independent AI plan review
- Finding ledger with human approval
- Advanced multi-model compare
- MCP server & REST API for coding agents
Plans
Billed on asksemble.com. Prices as published there; check the site for current plans and local currency.
Do more
More you can do with Asksemble
Popular ways people put it to work — from day one.
Review a coding agent's plan
Catch risky assumptions before the agent writes a line of code.
See where reviewers disagree
Disagreements and open questions are surfaced, not averaged away.
Compare models side by side
Run ChatGPT, Claude, Gemini, Grok and OpenRouter models on one prompt.
Spot claims worth verifying
Flagged claims show what to double-check — agreement is never treated as proof.
Draft with specialists
Create mode drafts lyrics, scripts, code and strategy with domain-specific prompts.
Work from your documents
Upload PDFs, Word and Excel files to ground reviews and comparisons.