The reliability loop for AI-written software

Choose better
agents. Own
better software.

The right agent setup for the task. The context behind the code. Real outcomes that inform what you choose next.

Private beta · Built for teams using more than one coding agent.

PRODUCT WALKTHROUGH LUPABLE / PRODUCT
Lupable overview: next action, recent task updates and agent work columns
KEEP THE AGENTS YOU CHOSE.
CodexClaude CodeMCP-compatible agents
↓

001 / WHY LUPABLE

Code ships today.
Responsibility lasts
for years.

Companies own the review, the corrections, the production issues and the next change. That lifetime should inform the agent you choose.

01

Which agent setup
fits this task?

The model is only one part of the setup. The harness, tools, context and permissions matter too. A public benchmark may not reflect your software.

02

Who keeps the code
working months later?

Requirements and services change. When the original intent and decisions disappear, an engineer has to reconstruct the work before repairing it.

Choose with evidence. Maintain with context.

002 / ONE CONNECTED PRODUCT

Choose. Measure.
Maintain.

Three connected jobs, one reliability loop. Explore the current workspace as you move through the story.

01 / CHOOSE & RUN

Bring your agents
into one view.

An Agent Profile is the complete setup: harness, model, tools, context and permissions. Start by connecting the coding agents you already use.

Connections in beta · Profile comparisons in pilot
02 / CAPTURE THE WORK

A task. A result.
A record to return to.

Follow work across agents. Keep the goal, selected context and received reports attached to the task, so completion doesn’t erase the history.

Available in the beta workspace
03 / MEASURE THE OUTCOME

The useful signal
comes after the run.

Inspect reported activity today. Our pilot work connects verification, review, production and maintenance to the next agent decision.

Activity in beta · Outcome comparisons in pilot
04 / KEEP IT OWNABLE

The next change
starts with context.

Preserve why the code exists, what was decided and what remains unresolved. Help an engineer or another agent pick up the work without starting from zero.

Shared context and records in beta
lupable / product walkthroughACME ENGINEERING
Lupable overview with agent activity and task columns

See reported progress, tasks that need attention, and the agents connected to your workspace.

Open this page

Swipe the screen or choose a tab to explore.

THE LOOP WE’RE BUILDING · FROM TASK TO LONG-TERM OWNERSHIP

  1. Agent Profile
  2. Task
  3. Change
  4. Verification
  5. Review
  6. Merge
  7. Production
  8. Maintenance
  9. Next choice ↗

003 / MAINTAINER OF RECORD

Keep the why.
Long after
the code ships.

A Maintainer of Record keeps the context behind a change: why it exists, the decisions it carries, and the evidence behind it. Shared context and retained task records are the first part of that continuity.

  • Retained intent, decisions and open questions
  • Your guidance and supporting files alongside collected context
  • A context snapshot showing what each queued task received
See shared context
Explore the actual workspace

004 / INSIGHTS

The work behind
the numbers.

See completion and failure reports by agent, open their supporting tasks, and inspect retained change evidence. Use a focused pilot to connect this activity to verification, review and later maintenance.

  • Completion and failure reports by agent
  • Retained change checks, plus existing usage and cost views
  • A clear distinction between reports and verification

Productivity gains and ROI need a comparison baseline. Task counts alone don’t establish either.

Explore insights
Lupable insights: reported outcomes, agent comparisons and explicit limits on impact measurement
Lupable / recorded activity

005 / START WITH THE WORKSPACE

Connect. Continue.
Come back with context.

Start with one agent and one task. Keep the work connected as you add more.

  1. 01

    Connect an agent

    Link a supported coding agent to your workspace and approve its access.

  2. 02

    Give it a task

    Set the goal. Lupable includes the latest collected context. Ask the connected agent to pick up the task.

  3. 03

    Follow the work

    See claimed tasks, progress reports and reported outcomes. Open the record when you need the details.

  4. 04

    Carry it forward

    Task reports contribute to shared context, ready for another task or another connected agent.

006 / WHO IT’S FOR

Built for teams
owning AI-written software.

ENGINEERING · DEVEX · AI PLATFORM TEAMS

20–200 engineers.
More than one agent.

Start with one repository, a repeated task class and the agent setups your team already uses. Scope a paid pilot around accepted changes, review effort and maintenance context.

Discuss a design-partner pilot ↗
INDIVIDUAL DEVELOPERS

Your agents.
Your software to own.

Keep project decisions and task history connected as you move between coding agents. Use the beta workspace to retain the context behind the work.

Join the private beta ↗

007 / THE DETAILS

Before you connect.

What is an Agent Profile?

The complete setup that did the work: the agent harness and version, model, reasoning settings, context, skills, tools, environment, permissions and verification strategy. Comparing only the model misses the rest of that setup.

Is the full reliability loop available today?

The beta workspace supports agent connections, task reports, shared context and retained records. Task-specific profile comparisons and live production and maintenance outcomes are being validated through pilots. Reported completion is not a reliability score.

Does Lupable replace my coding agent?

You connect your existing agent. The current hosted workflow lets that agent claim tasks and report its work through Lupable’s bridge.

What becomes shared context?

Lupable compacts completed and failed task reports into retained context. You can also add guidance and supporting files. Full off-platform conversations and terminal output are not automatically collected by this connection.

Does a completed task mean the code is verified?

A completion report is what the agent reported. Independent checks and their evidence are separate, and should be inspected before relying on a result.

Can I run Lupable inside my company?

The product backend can be operated on private infrastructure. Contact us to scope an enterprise pilot and the client, identity and deployment requirements for your environment.

What happens when I request beta access?

The form opens your email app with a request addressed to contact@lupable.com. You choose whether to send it; submitting the form does not automatically register an account.

LET’S CONNECT THE WORK

Choose with evidence.
Maintain with context.

Start with a focused pilot. Show us the codebase, task class and agent setups your team wants to understand.