Twindem Team FAQ for controlled AI delivery --:-- UTC
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Twindem FAQ

Can Twindem turn architecture work into development tasks?

Yes. Architecture work in Twindem is not just a document. It can produce concrete development task proposals, with rationale, scope, dependencies, and evidence expectations, so the team can approve what should become delivery work.

Yes. This is one of the strongest parts of the workflow. Architecture tasks can be used to explore a direction, compare options, document tradeoffs, and then propose the development tasks that should follow.

That means an architecture decision does not stay disconnected from delivery. Twindem can keep the reasoning, proposed implementation steps, risks, dependencies, and evidence expectations attached to the board, so the team can review and approve the next development work intentionally.

For companies, this creates a cleaner bridge between technical planning and execution: AI can help decompose architecture into actionable work, while humans still decide which tasks enter the delivery workflow.

Related questions

If our developers already use Codex or Claude Code, why do we need Twindem?

AI coding tools help individual developers move faster. Twindem adds the company layer: board items, phases, second-agent review, evidence, usage, cost, and audit events attached to the work.

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What does controlled AI delivery mean in practice?

Controlled AI delivery means AI work starts from a delivery item, moves through a defined workflow, and keeps the useful record attached: runs, summaries, findings, evidence, usage, cost, comments, handoffs, and board events.

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Why is the second agent important?

The same agent that produces the work should not be the only reviewer of that work. Twindem separates implementation and review so a second agent can challenge the output, inspect risks, open findings, and drive a fix loop before human approval.

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Does Twindem remove human review or human approval?

No. Twindem uses the second agent to challenge work and structure review, while humans keep control of important gates: plans, UAT, release evidence, and production movement.

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