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Asana cleared 5 years of engineering work in 2 weeks with Codex

Asana says Codex replaced an outdated test system in two weeks for about $12K, compressing an estimated five-year migration into a focused agent-assisted project.

OpenAI · Aug 18, 2026
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Source Summary

Asana used Codex to replace an outdated testing system in **two weeks**. The company says the migration had been estimated at **five years** of engineering work and cost about **$12K**.

Practical Implication

Builders should look for bounded, testable maintenance projects that agents can execute repeatedly, especially migrations whose manual workload has kept them indefinitely deferred.

Agent-Ready Context
Asana used Codex to replace an outdated testing system in **two weeks**. The company says the migration had been estimated at **five years** of engineering work and cost about **$12K**.

Builders should look for bounded, testable maintenance projects that agents can execute repeatedly, especially migrations whose manual workload has kept them indefinitely deferred.

The material provides no implementation details, quality measures, staffing baseline, or calculation behind the five-year estimate, so it does not establish that similar compression transfers to other codebases.
Connected Context · Feed7 Judgment

This is the strongest supplied schedule-and-cost claim for agents tackling deferred maintenance, sharpening the case for bounded, repetitive, testable migrations. It does not establish a reusable productivity multiplier: the five-year estimate, staffing, implementation, review, and quality evidence are absent, so the result remains a company case rather than a benchmark for other codebases.

Context Map
industrycoding#adoption#coding-agents
Uncertainty
The material provides no implementation details, quality measures, staffing baseline, or calculation behind the five-year estimate, so it does not establish that similar compression transfers to other codebases.