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Manage your team’s delivery

See the judgment behind agentic delivery.

As developers rely more on agents, engineering managers, team leads, and senior engineers need to understand how work was framed, guided, and reviewed. CodeLantern keeps the design, plan, decisions, and session record attached to each issue, so you can review the judgment behind the code and coach from evidence.

The Shift

The work got faster. The judgment got harder to see.

Agents made your team faster, while the judgment underneath the work became harder to see: whether the problem was framed correctly, the right guardrails were set, and the architecture was sound. CodeLantern connects lifecycle signals to the issue record where that thinking was captured, so you can understand both how the work moved and how the team steered it.

Dashboards can’t see the thinking

Velocity, cost, and cycle time tell you how fast and how much. They can’t tell you whether the calls behind the work were any good.

The reasoning hides in the diff

The decisions that make or break a feature, what to build, what to reject, where the risk is, never show in merged code. You can’t review or coach what you can’t see.

That’s where CodeLantern comes in. Keep the judgment visible at speed, and you get the best of both: fast delivery you can still stand behind, and a team that gets sharper as it ships.

See the method ↓

The Method

The thinking becomes a document, not a mystery.

CodeLantern runs each issue through a structured workflow your team drives: a solution design and an implementation plan, reviewed at human gates, then the code, shipped as a pull request that carries all of it. The reasoning is written down as the work happens, right where you already review.

So the judgment that used to live in someone’s head, or vanish into a merged diff, becomes something you can open, read, and talk about.

Every issue runs the same lane: claimed, designed, implemented, reviewed, consolidated. The design and the plan are part of the record, not an afterthought.

The Proof

Review the decisions, not just the diff.

Every issue leaves a reviewable record: its solution design, implementation plan, decisions and rationale, session log, and summary. Use that evidence in design reviews, retrospectives, and working sessions, so your team can improve how it frames problems, sets guardrails, and steers agents.

One issue’s full record, from solution design to decisions to summary. The reasoning is visible, so it is coachable.

Across your teams

The same visibility, across every team and repo.

Each repository keeps its own Knowledge Base. The Portal brings entries from repositories across your organization into one view, while keeping each entry tied to the repository that produced it. Engineering managers, team leads, and senior engineers can see the decisions, conventions, and learnings each team is capturing without opening every repository.

Knowledge Base entries remain tied to their source repository while the Portal makes them visible across the organization.

Understand the work

See the patterns behind effort, so you can manage and improve future delivery.

CodeLantern connects each issue to its sessions, duration, model time, tokens, skills, MCP tools, issue size, contributor context, and GitHub Copilot cost. Pair those work-level signals with the design and decision record, so you can see where effort accumulated and improve how future work is framed and guided.

Coming Soon

Contributor privacy controls

Organizations will be able to hide or anonymize contributor identities in telemetry views, so you can learn from work patterns without making individual activity the default lens.

Effort at the issue level

GitHub Copilot billed usage sits beside sessions and active time, so you can compare spend in the context of the work.

See how the session unfolded

Skills, tools, and timing show how the work moved, so you can improve framing, guardrails, and support.

Official Partner

Get started

See it on your team's real work.

The best way to see this is on an issue your team is already running. We’ll show you the decisions, the delivery, and where the work gets stuck, and what your team can learn from it.

  • A short intro call to understand your team
  • We show it on your real work, not a canned demo
  • An honest go / no-go, no pressure
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