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Codemix for software architects / platform teams

Build the right system.
Not just a tidy diagram.

A technically sound architecture can still fight the product. The service boundary looks clean. Then every real feature has to cross it.

The missing input is domain understanding. Boundaries drawn without it split concepts that belong together. Platform abstractions built without it get worked around. This is very predictable, which somehow doesn't stop it happening.

Codemix gives architects and platform teams the product's actual domain model: concepts, flows, constraints and how they relate. Make structural decisions from the product, not the diagram.

Project overview

See everything in flight, at a glance

The overview surfaces every active proposal, running task, and recent conversation in one place — no status updates required. Codemix keeps it current as work progresses, so anyone on the team can see what's happening and where things stand.

Technically sound. Wrong for the product.

Good technical reasoning is not enough without product understanding.

Architectural decisions can be technically reasonable and still wrong for the product. A boundary can split a domain concept in half. A platform abstraction can make product work slower.

The issue is not competence. It is context. Without the domain model, architects optimise for the wrong things. Codemix puts the product model in the room before the decision gets made.

Boundaries that split the domain

A service boundary can look clean and still split a concept that belongs together. Product teams pay for that forever.

Platform abstractions nobody uses right

Infrastructure designed without product context gets bent, worked around and eventually replaced by the teams it was meant to help.

Optimized for the wrong workloads

Scalability and resilience patterns are easy to apply in the wrong place when you don't know where the domain actually concentrates load.

Architecture that fights the domain

When technical structure fights business structure, every feature has to bridge the gap. That friction compounds.

Start from the product

Know what the domain is before you decide how to divide it

You cannot draw good boundaries without understanding the concepts and how they relate.

Codemix surfaces concepts, commands, flows and constraints from real code. You reason from the product domain before decisions harden into contracts.

Project overview

See everything in flight, at a glance

The overview surfaces every active proposal, running task, and recent conversation in one place — no status updates required. Codemix keeps it current as work progresses, so anyone on the team can see what's happening and where things stand.

Follow the domain, not the diagram

Cut seams where the product's concepts actually separate

A seam that looks clean on a whiteboard can still be nonsense in the domain.

Codemix shows which concepts cluster together and which flows cross a proposed boundary. You can see where the seam helps and where it creates permanent integration work.

Task plan

A complete task plan, ready to execute

Once a proposal is approved, codemix breaks it into parallelisable tasks and executes them autonomously. The task plan keeps every behavioural commitment visible while the build is underway.

Review with product context

Assess change impact in terms the product actually cares about

Technical impact is only half the review. The other half is product impact.

Codemix maps proposed changes to affected concepts and flows before implementation starts. Reviews can talk about the product, not just the system.

Tasks

The full picture at a glance

See every task across the project — what's pending, running, blocked, and done. Click into any task for a detailed breakdown of its subtasks and current progress.

Build for how teams actually work

Design platform abstractions that fit real product workflows

Platform teams often build from technical needs and assumptions about product teams. Assumptions age badly.

Codemix shows the workflows, constraints and domain concepts the platform has to serve. That turns generic scaffolding into capabilities teams actually use.

Proposal review

Catch the problems before the work starts

Codemix flags gaps in the proposal — ambiguities, missing cases, or things that conflict with how the product already works. Resolve them here, and the work that follows is far less likely to need rethinking.

How it works

How Codemix carries context through the full lifecycle

Most product drift happens in the handoffs: from discussion to spec, spec to task, task to code, and code back to the roadmap. Codemix keeps those handoffs explicit.

  1. 00start

    Start with a conversation or from code

    Chat with codemix if you're still at the idea stage, or import your existing codebase.

    A product baseline

    Start with an interview

    Talk through the product in plain English. Codemix turns the important parts into something the team can inspect, question, and build from.

    Start with the repo

    Connect the existing codebase. Codemix reads how the system behaves today, including the bits nobody remembered to write down.

  2. 01model

    model the product

    Codemix builds a working model of the product: the concepts, screens, actions, rules, edge cases, and decisions that explain how it is meant to behave.

    A model the team can ask about

    model the productUnderstand the product, not just the files.
  3. 02proposal

    shape the change

    Before implementation starts, you can ask questions, edit the spec, and turn a rough idea into a concrete proposal for what should change.

    A proposal people can review

    shape the changeGet the shape right before the build starts.
  4. 03tasks

    write the tasks

    Once the proposal is approved, Codemix turns it into implementation work. Send it to Linear or Jira, hand it to a coding agent, or let humans and agents split it up.

    Tasks with the context attached

    write the tasksEveryone works from the same brief.
  5. 04answers

    answer questions mid-build

    Implementation always uncovers questions. Codemix gives engineers and coding agents answers from the product model, so they don't have to guess from a ticket title or a nearby file.

    Product answers during the build

    answer questions mid-buildGive agents somewhere reliable to ask.
  6. 05review

    review what changed

    Codemix reviews the code against the product decision, not just against style, tests, or neighbouring code. That's where a lot of agent mistakes hide.

    Review that checks intent

    review what changedCatch the wrong idea before merge.
  7. 06release

    ship, then update the spec

    Shipping often reveals details nobody saw at planning time. Codemix helps fold those decisions back into the spec, so the source of truth doesn't go stale the moment the PR lands.

    Code and spec brought back together

    ship, then update the specKeep the spec alive after release.
  8. 07feedback

    bring the context forward

    Bring in bugs, customer feedback, support notes, and product signals. The next proposal starts with the context you already built, instead of another round of archaeology.

    A better starting point next time

    bring the context forwardThe next change starts with context.

Pricing

codemix pays for itself on day 1.

Build better apps with codemix faster than ever before. Save time, stop wasting tokens and keep humans in control.

Pay As You Go

for solo builders

$50

pro user / month, for teams

20k

credits per pro user / month

Solo

For one-person workspaces that want to try codemix without committing to a subscription.

Pay as you go

  • Single-user workspace
  • Try for just $20
  • Upgrade to Pro for Slack, hosted code analysis, invites, and code review

Pro

Self-serve pricing for teams ready to start now.

$50

per user / month

$500 per user yearly. 2 months free.

  • 20,000 pooled credits per user
  • Monthly or annual billing
  • Start immediately

Enterprise

For teams that need custom terms, SSO, compliance, or support.

Contact sales

custom pricing

  • SSO and Access Control
  • Custom terms
  • Compliance and support

Ready to design from the product?

Stop making structural decisions from half the map.

Codemix gives architects and platform teams the product's actual domain model. Boundary decisions, platform design and change reviews should be grounded in what the product needs, not what looks tidy on paper.

No credit card required.