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Use Case

Ship with Coding Agents Safely

Adaptive provides isolated sandboxes, scoped repo access, policy-aware shells, and automatic teardown for Claude Code, Codex, and other coding agents. You write the prompts and workflows; Adaptive provides the harness, tools, MCP registry, networking, and guardrails.

harness·h-2275
Adaptive
Repo
Agent
Change
Branch
Access
api-service
claude-sdk
patch
feat-auth
view
web-app
codex
commit
fix-nav
view
infra-core
agent-v2
prod
blocked
sandbox: ephemeral
secrets: vaulted
mcp: registry
The problem

Coding agents like Claude Code and Codex need broad access to repositories, shells, and cloud APIs to be productive. But granting that access without guardrails means agents can read secrets, execute arbitrary commands, and persist changes outside their intended scope. Teams are forced to choose between productivity and security.

78%
of engineering teams report concerns about AI agents accessing production secrets and credentials in development environments
3.2x
increase in accidental secret exposure incidents since organizations adopted AI coding assistants
45min
average time to manually audit and clean up after an unconstrained coding agent session

Without sandboxing, coding agents operate with the same permissions as the developer — including access to production credentials, SSH keys, and cloud provider tokens that should never leave the local environment.

The solution

Isolated, policy-driven sandboxes for every coding agent session

Adaptive provides the harness, tools, MCP registry, networking, and guardrails — ephemeral sandboxes with scoped repo access, deny-listed shell commands, network allowlists, and automatic teardown. You provide the prompts and workflows. The agent runs your coding logic inside Exo policy envelope; time-boxed credentials expire when the task is done.


Benefits

How Adaptive helps

1

Ephemeral Sandboxes

Every coding agent session runs in an isolated environment with its own filesystem, network policies, and credential scope. Sessions are automatically torn down on completion.

Write the prompts and workflows that drive the agent. Exo enforces sandbox policies per team or project — which repos, commands, and network endpoints the agent can reach — so the workflow you authored cannot exceed its envelope.

2

Policy-Aware Shell

Block dangerous commands like rm, curl to unknown hosts, and ssh while still allowing agents to build, test, and deploy within approved boundaries.

Define shell deny-lists and allowlists at the organization level. Agents operate freely within the policy — no manual approval needed for safe commands.

3

Scoped Repository Access

Grant agents access to specific repositories and branches without exposing the full organization. Read-only or read-write scopes per session.

Use repo-level policies to control which codebases each agent can access, preventing lateral movement across projects.

4

Full Audit Trail

Every command, file change, and network request is logged with the agent's identity. Review sessions end-to-end for compliance and debugging.

Export session transcripts to your SIEM or compliance tooling for continuous monitoring and audit readiness.