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Distilligent / Code Engine

YOUR AI ENGINEERING PLATFORM

Give your engineers
an AI team
they control.

Build, test and maintain your software with a coordinated AI team. Your codebase understood. Your standards carried into the work. Your people in control.

Request an enterprise demo Explore the workflow
An engineering team working around your standardsA conceptual diagram connects planning, building and checking around your project, with a shared record below. It is an illustration, not a product screenshot.Your project.Your standards.PlanBuildCheckOne shared record.
COORDINATED BY DESIGNConceptual illustration
YOUR CODE. YOUR CONNECTIONS. YOUR CHOICE OF MODELS.CODE ENGINE / DISTILLIGENT

FROM A REQUEST TO A REVIEWABLE RESULT

One direction.
A coordinated team.

A feature to build. A release to prepare. A difficult change to untangle. Give the team a shared goal and a clear way to get there.

  1. 01

    Set the direction.

    Your team defines the work, the boundaries and what a good result looks like.

  2. 02

    Coordinate the build.

    Agents work with assigned responsibilities, shared decisions and the context of your project.

  3. 03

    Check the result.

    A separate review measures the proposal against the requirements. Findings go back for correction.

  4. 04

    Keep the decision.

    Review the work, approve the change and carry the reasoning into the next session.

Workflow illustration · Build and review are separate responsibilities.

THE CONTEXT BEHIND THE CODE

Know what a change
will touch.

Your codebase has a history. Dependencies, decisions, fragile corners and lessons your team earned the hard way. Code Engine brings that understanding into the work.

Trace the connections beyond one file.

Surface warnings before making changes.

Recover why a decision was made.

A change has consequences beyond one fileAn illustrative dependency map connects a proposed change to a service, its callers, tests and a scheduled job. These labels explain the relationship and are not findings from a customer repository.Your changeStart hereConnected serviceCallers & testsScheduled work
A dependency map, illustrated. See the relationships before you make the change.

AMBITION, WITH BOUNDARIES

More hands on the work.
Your standards at the centre.

Define responsibilities, give each role the context it needs, and keep the result open to scrutiny.

RESPONSIBILITY

Each role knows
its part.

Give your agents their own workspaces, tasks, tools and project knowledge. Shared coordination makes handoffs and decisions visible across the team.

REVIEW

Building and checking.
Two different jobs.

Set acceptance criteria before the work begins. A separate reviewer checks the proposed change and sends findings back for correction.

OVERSIGHT

See the work.
Keep the say.

Follow assignments, changes and review decisions. Keep a record your people can inspect as the work moves toward approval.

PROPOSALSEPARATE REVIEWAPPROVAL

Findings return to the builder.

PROJECT KNOWLEDGE THAT CARRIES FORWARD

The next session
starts with the story.

The architecture decision. The failed attempt. The reason nobody touches that particular file without a review. Keep them available when a new person, agent or model picks up the work.

WHAT YOUR TEAM LEARNED

The reason behind the decision.

Record context and warnings where the team can find them again.

WHERE THE WORK REACHED

The handoff, already there.

Carry completed work, findings and the next step into the next session.

WHO PICKS IT UP NEXT

A new model. The same project.

Keep the accumulated understanding alongside your repository.

WHEN YOU WANT THE DETAIL

Understanding you
can put to work.

Explore the capabilities behind the team.

Code relationships and impact

Explore symbols, calls and dependencies; trace what a proposed change reaches before you edit. Look at a file in the context of the system around it.

History, warnings and team knowledge

Read the story behind a file, surface risk and keep warnings searchable. Carry the lessons from earlier work into new decisions.

Builds, changes and release context

Inspect recent changes, build results and deployment context. Compare the current work with an earlier revision to understand what changed.

Coordination across people and agents

Use shared tasks, file claims, team conversation and a decision record to coordinate work. Role workspaces keep the relevant tools, tasks and knowledge together.

Connect through MCP

Use Code Engine from compatible MCP clients through your repository connection. Start the evaluation with your chosen client, repository and access requirements.

BUILT AROUND YOUR ORGANIZATION

Your code.
Your connections.
Your choice of models.

Code Engine works with your repository through your own connection. Your project knowledge and ways of working provide continuity as your team evolves.

For organizational knowledge beyond the codebase, explore Hearth as its own part of the Distilligent portfolio.

Explore Hearth

START WITH A REAL PIECE OF WORK

Bring the project
you want to move forward.

Your repository. Your standards. The engineering work that matters to your team. Let’s explore it together.

Request an enterprise demo Read the research

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