Spec-to-Ship Multi-Agent Pipeline

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Spec-to-Ship Multi-Agent Pipeline

Five-agent engineering pipeline: plain-language spec in, typed TypeScript code + test suites + security audit out.

The problem

Specs and shipped code drift apart because there's no traceable link between what was written and what an engineer actually built.

  • The spec doc says one thing; the merged PR does something adjacent but different.
  • Nobody can trace which line of code came from which requirement.
  • By the time QA reads the spec, the implementation has already diverged from it.

What NEO built

NEO ran a five-agent pipeline (spec parser, planner, implementer, and reviewer) that turns a plain-language spec into typed TypeScript code, tests, and a security audit, with human approval gates between stages.

Multi-agent pipelineTypeScript codegenSecurity audit

The result

5-agent spec-to-code pipeline

Moves features from written spec to merged code faster while keeping every change traceable back to the original requirement.

Spec to Ship: A Multi-Agent Pipeline That Turns Feature Ideas into Production Code

From the blog · 8 min

Spec to Ship: A Multi-Agent Pipeline That Turns Feature Ideas into Production Code

NEO autonomously built a five-agent engineering pipeline that takes a plain-language feature spec and produces typed TypeScript code, test suites, and a security audit, automatically.

Try this in your workspace

Paste this into NEO chat to kick off the same workflow on your own data.

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Take this plain-language spec and turn it into typed TypeScript code, tests, and a security audit, with an approval gate before each stage ships.

Paste it in · review the plan · get the diff

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