AI multiplies drift, not just output
More agent output without product grounding means wrong decisions propagate faster too.
Proposals
Proposed changes, ready to review
Every change codemix proposes appears here before any code is written. Review the intent, inspect the diff, and approve or reject — you stay in control of what gets built.
The context ceiling
More AI output is not the same thing as better product outcomes.
The problem is not that teams are too slow. It is that the context required to move in the right direction does not scale the way code generation does.
This is not a prompting problem. It is structural. Without a product model the organisation can build against, faster execution just accumulates the wrong thing faster.
Product knowledge doesn't scale with the org
The people who understand the system become the constraint. The org grows. Their calendar does not.
Change impact is invisible until it isn't
The feature looks contained. The real scope appears after implementation starts, which is a very expensive time to learn it.
Delivery drifts from strategy
Every team makes reasonable local decisions. Collectively, those decisions can drift away from what leadership approved.
Build shared intelligence
Understand what your product actually does — across every team.
Most organisations develop a gap between the product leadership thinks exists and the product the code implements.
Codemix derives a model from the real codebase: concepts, flows, screens, constraints and behaviours. Everyone gets the same queryable view.
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.
See change impact early
Know what a change will touch before you approve it.
The most expensive delivery surprises are the ones that looked small in the ticket.
Codemix shows which concepts, screens, flows and dependencies a change crosses before implementation starts. Scope decisions get real information.
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.
Scale AI execution
Give every agent the product context to build correctly.
An agent handed a vague brief invents the missing context. At scale, that is not a quirk. It is a ceiling.
Codemix turns product intent into implementation briefs with behaviour, constraints and dependencies attached. Agents get something real to build against.
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.
Verify delivery against intent
Ship with confidence that what was built matches what was decided.
Agents and engineers make implementation decisions. Leadership should not discover those decisions in production.
Codemix compares what was built with what was approved before merge. Drift shows up while it can still be corrected.
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.
- 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.
- 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
- 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
- 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
- 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
- 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
- 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
- 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
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
$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
- SSO and Access Control
- Custom terms
- Compliance and support
Ready to close the gap?
Make AI output match the strategy.
Codemix gives engineering organizations a shared product model that keeps agents, engineers and leadership aligned on what is being built and why. What ships should match what was decided, not what someone guessed.
No credit card required.