RUNTIME / 01 Trust + observability for AI coding agents

AI agents, without the blind spot.

Auktra understands the developer’s task, watches the agent’s execution in real time, and steps in when an action no longer makes sense—without interrupting normal work.

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Private beta For Claude Code · Cursor · Codex · more

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The Auktra raccoon mark rendered as a precision-made green and graphite sculpture
Runtime guard active Task + tools in view

Understand the task. Watch the run. Intervene at the right moment.

See the trust problem
01 / THE TRUST PROBLEM

Our mission + vision

More autonomy needs more than logs. It needs judgment at runtime.

M / 01

Our mission

Help developers give coding agents more autonomy without giving up visibility, context, or control over the systems those agents can reach.

V / 02

Our vision

Autonomous software development that is safe, observable, and understandable enough for teams to trust at greater levels of scale.

Connect once. Keep working normally.

Auktra stays quiet while behavior fits the task—and becomes visible when it doesn’t.

02 THE PRODUCT

Understands the task.
Watches the run.

When behavior stops making sense, Auktra can record it, warn the developer, require approval, or block the action—based on risk.

Interactive walkthroughFollow one coding-agent run, live.

RUN / PAGINATION-017
12.8 secGuard active
Original request

Fix the pagination bug in the admin dashboard.

  1. 10:42:00

    Task scope understoodAdmin UI + pagination API

    Intent
  2. 10:42:05

    Relevant code inspectedComponent + API endpoint

    Expected
  3. 10:42:11

    AWS credentials requestedNo relevance to pagination

    Deviation
  4. 10:42:12

    Action pausedDeveloper approval required

    Response
Response scales with riskQuiet by default. Decisive when needed.
  1. 01RecordKeep the trace
  2. 02WarnSurface concern
  3. 03ApproveAsk a human
  4. 04BlockStop the action
01 / NORMAL

Quiet when it fits.

Relevant reads, edits, tool calls, and tests continue without interruption.

02 / RISK

Present when it doesn’t.

Unusual behavior can trigger a warning, approval, or block before damage is done.

03 / AFTER

Explainable afterward.

A causal trace shows what happened, why, and the first point of deviation.

03 / THE PRODUCT STANDARD

How runtime trust should feel

Security should understand the task, not just the command.

Coding agents can reach repositories, shells, APIs, credentials, databases, and deployments. Auktra evaluates those actions in the context of what was actually asked.

01

Task-aware, not rule-blind

Understand intent, codebase context, available tools, and the actions that belong.

02

Invisible until it matters

Observe normal work quietly, then escalate only when behavior stops fitting the task.

03

Causal, not just chronological

Show which earlier action created the deviation—not merely when each event occurred.

THE RUNTIME TRUST PATH Guard active
01

Your coding agentClaude Code · Cursor · Codex

02

AuktraObserve · evaluate · intervene

03

Your teamApprove · investigate · trust

04 FOUNDING COHORT

Build the trust layer for autonomous code.

Join the first 50 developers shaping how Auktra observes and protects real coding-agent runs. Get early access and a direct line to the team.

50 carefully chosen
early-access spots