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Code-role
Keep AI coding aligned to one software milestone
Code-role is an open-source local workflow that keeps coding agents aligned to one accepted software milestone. A Project Manager owns binary KRs, Engineering produces candidate evidence, and Independent Evaluation decides observed pass or fail. Choose a four-workstation minimal loop or an eight-role auditable workflow. Built from DeepBrain and Leaper Agent, where it prevented premature closure and invalid evaluation handoffs.
I built Code-role after two real projects showed the same problem at different stages.
In DeepBrain, 1,750 passing tests, S50 at 50/50, LongMemEval-S at 499/500, and 100/100 source joins still did not prove the product milestone. Independent Evaluation kept the gate at 0 because fair comparison, raw reruns, clean reproduction, and cost/SLO proof were missing.
In Leaper Agent, the Project Manager rejected a professional-looking evaluation baseline before Engineering started: task artifacts were missing, holdout was exposed, and grader/runtime conditions were placeholders. The correction had to produce real tasks, physical holdout separation, calibration, command contracts, and integrity hashes.
Code-role is the control loop that came out of those failures. It is local-first and open source. The default profile has four workstations: Project Manager, Product Strategy, Engineering, and Independent Evaluation. I would value feedback on where this control is useful and where it still adds too much process.
About Code-role on Product Hunt
“Keep AI coding aligned to one software milestone”
Code-role was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #10 on the daily leaderboard. Code-role is an open-source local workflow that keeps coding agents aligned to one accepted software milestone. A Project Manager owns binary KRs, Engineering produces candidate evidence, and Independent Evaluation decides observed pass or fail. Choose a four-workstation minimal loop or an eight-role auditable workflow. Built from DeepBrain and Leaper Agent, where it prevented premature closure and invalid evaluation handoffs.
On the analytics side, Code-role competes within Open Source, Developer Tools, Artificial Intelligence and GitHub — topics that collectively have 1.1M followers on Product Hunt. The dashboard above tracks how Code-role performed against the three products that launched closest to it on the same day.
Who hunted Code-role?
Code-role was hunted by magicray@deepleaper. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of Code-role including community comment highlights and product details, visit the product overview.
magicray@deepleaper