## Thinking Path > - Paperclip is the open source app people use to manage AI agents for work. > - The Paperclip Runner provides durable, provider-neutral agent execution. > - The current stack supports qualified local providers but omits the managed provider paths from the integration branch. > - Claude Managed Agents and AWS AgentCore need explicit profile qualification, durable recovery, usage accounting, and cleanup controls. > - This pull request adds those managed backends as the third part of the Runner parity stack. > - The benefit is managed execution without weakening the default-off Runner rollout gate. ## Linked Issues or Issue Description **Subsystem affected** Cross-cutting: Runner, server orchestration, database profiles, CLI, and adapter configuration UI. **Problem or motivation** The current Runner stack cannot select or execute the managed Claude Agents API or AWS Bedrock AgentCore Harness backends. It also lacks qualified profile storage and recovery checks for those remote resources. **Proposed solution** Add qualified managed and remote profiles, API and CLI management, exact provider selection, durable lifecycle handling, cumulative usage accounting, bounded cleanup, and retention acknowledgement. Keep `enableNativeRunner` default-off. **Alternatives considered** A direct copy of the old integration branch was rejected because its provider contracts, model values, credential flow, and migration history no longer match the current base. A single large parity pull request was also rejected because stacked review keeps each subsystem bounded. **Roadmap alignment** This continues the existing Runner architecture and rollout work. It does not introduce a separate execution system. **Additional context** This pull request is based on the merged #12691 and #12685 stack. It also closes the delayed security-review findings reported on #12691 by binding qualified ACPX and OpenCode launch artifacts to the bytes actually executed. A GitHub search for managed agent, AgentCore, and Claude managed work found no duplicate public issue or pull request. ## What Changed - Add Claude Managed Agents and AWS AgentCore provider executors to runnerd. - Add qualified managed and remote profile storage, routes, OpenAPI contracts, CLI commands, and migration 0237. - Validate profile ownership, enabled state, exact qualified revision, model, agent version, and secret binding before persistence and recovery. - Persist durable provider session and owned skill state for restart-safe cleanup. - Reconcile uncertain create responses and delete remote sessions before owned skills. - Track cumulative provider usage and enforce positive session spend caps. - Recover interrupted AgentCore usage at the next turn boundary by charging the prior invocation ceiling exactly once; keep the session gated until an explicit monotonic budget raise. - Isolate AgentCore AWS configuration from host profiles and credential-process/SSO configuration while preserving workload identity. - Require OpenCode 1.18.17 and fixed build-owned provider-pack artifact paths; remove the ambient executable override. - Snapshot and content-verify ACPX and OpenCode commands, scripts, and provider executables before launch. Linux executes sealed inherited descriptors; macOS uses authenticated private snapshots with retry-safe rematerialization at the spawn boundary. - Persist canonical ACPX and OpenCode launch-profile digests, reject drift across fresh recovery, and make recovery failures sticky. - Close and journal unsafe ACPX active-turn recovery before any provider bootstrap or reconnect. - Add managed provider fields to the Runner configuration UI and permission projection. - Preserve the default-off `enableNativeRunner` experimental flag. ## Verification - `pnpm -r typecheck` - `pnpm build` - Focused managed server, database, CLI, Runner TypeScript, Rust, Claude, AgentCore, ACPX, OpenCode, process-supervisor, and durable-recovery tests passed. - `cargo test -p paperclip-runner-core --lib --locked` (160 tests) - `cargo check --workspace --all-targets --locked` - Native Codex integration tests passed (60 tests); native provider tests passed (7 tests); server native-runtime tests passed (87 tests). - Verified-launch replacement, nested-spawn retry, exact-version, profile-drift, sticky-failure, and no-bootstrap active-recovery tests passed. - `git diff --check` - The PR changes 91 files. `pnpm-lock.yaml` is unchanged. The Rust workspace lockfile adds the approved `rustix` dependency used for safe descriptor handling while `#![forbid(unsafe_code)]` remains enabled. ## Risks - The provider APIs can change while they are in beta. Exact qualification and fail-closed recovery checks limit drift. - Remote cleanup can fail after a partial create. Durable ownership inventories and retry-safe deletion preserve recovery state. - Migration 0237 adds profile tables. The generated migration and snapshot pass the repository migration checks. - Managed execution can incur provider cost. Positive default spend caps and explicit retention acknowledgement limit accidental use. - An interrupted AgentCore invocation without final metadata is conservatively charged to its active session ceiling. This can overstate cost, but cannot undercount it; later work requires an explicit budget increase. - Linux qualified launches use sealed memory descriptors. macOS lacks executable-descriptor APIs, so the runner uses owner-only private snapshots and minimizes linked-path lifetime; hostile same-UID processes remain outside the documented local-host trust boundary. - The global Runner feature remains default-off. > For core feature work, check [`ROADMAP.md`](ROADMAP.md) first and discuss it in `#dev` before opening the PR. Feature PRs that overlap with planned core work may need to be redirected — check the roadmap first. See `CONTRIBUTING.md`. ## Model Used OpenAI Codex, GPT-5, with tool use, code execution, and subagent review. ## Checklist - [x] I have included a thinking path that traces from project context to this change - [x] I have specified the model used (with version and capability details) - [x] I have checked ROADMAP.md and confirmed this PR does not duplicate planned core work - [x] I have searched GitHub for duplicate or related PRs and linked them above - [x] I have either (a) linked existing issues with `Fixes: #` / `Closes #` / `Refs #` OR (b) described the issue in-PR following the relevant issue template - [x] I have not referenced internal/instance-local Paperclip issues or links (only public GitHub `#NNN` / `github.com/paperclipai/paperclip` URLs) - [x] My branch name describes the change and contains no internal Paperclip ticket id or instance-derived details - [x] I have run tests locally and they pass - [x] I have added or updated tests where applicable - [x] I have updated relevant documentation to reflect my changes - [x] I have considered and documented any risks above - [x] All Paperclip CI gates are green - [x] Greptile is 5/5 with no open P2s, recommendations, or follow-ups - [x] I will address all Greptile and reviewer comments before requesting merge
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ADR: Paperclip Runner architecture
- Status: Proposed
- Date: 2026-08-24
- Owners: Paperclip control plane and runner maintainers
- Related: Paperclip Runner compatibility and rollout
Context
Paperclip is a control plane. It owns companies, agents, issues, budgets, approvals, and durable workflow state. Agent providers remain execution services. Existing adapters invoke those services directly from the Paperclip server.
Paperclip Runner introduces a separate execution process for provider sessions. This process needs durable delivery, restart recovery, and governed access to Paperclip actions. It must not become a second control plane. It must also land without changing the behavior of existing adapters.
The implementation remains behind one explicit experimental adapter and one default-off instance flag. Its qualified provider catalog includes Codex, OpenCode, Claude Managed, AWS AgentCore, and pinned Claude/Codex ACPX profiles.
Decision
Add a standalone package named @paperclipai/paperclip-runner. The package owns
the language-neutral Paperclip Runner Protocol (PRP), the Rust runner process,
provider drivers, deterministic replay, and semantic action dispatch contracts.
Add one explicit adapter named paperclip_runner. The adapter is available only
when an instance-level, default-off rollout flag is enabled. Provider selection
is persisted per run and may use only a qualified provider profile.
Do not route existing adapters through Paperclip Runner. A direct adapter keeps its current invocation, transcript, interaction, cancellation, and finalization paths.
Goals
- Keep runner process ownership outside the Paperclip server process.
- Preserve Paperclip as the authority for identity, policy, and workflow state.
- Recover a run after runner or network interruption without duplicate effects.
- Expose only actions that the current run is allowed to use.
- Make protocol behavior deterministic across TypeScript and Rust.
- Keep existing adapter behavior unchanged while the runner is experimental.
Non-goals
- Replace existing direct adapters.
- Move business authorization or issue status policy into Rust.
- Give runnerd a broad Paperclip API credential.
- Support unqualified provider versions, arbitrary ACPX agents, or editable remote-resource identity in agent configuration.
- Expose browser SDK, React SDK, eval, lab, or scenario-explorer package entry points in the initial release.
- Commit recorded screenshots, stress logs, or construction history as product architecture.
Topology
The initial local topology is:
Paperclip server
| authenticated PRP v1 WebSocket
v
paperclip-runnerd
| qualified native provider protocol
v
Codex / OpenCode / ACPX / Claude Managed / AWS AgentCore
The server opens a native run and launches a verified runnerd artifact in the realized execution environment. Runnerd opens the outbound PRP connection. It then owns the provider process group and the durable transport state for that run.
The browser does not connect to runnerd. It reads projections from the existing Paperclip APIs and task-thread models.
Dependency direction
The runner package must build and test without importing Paperclip server, UI, CLI, database, or other private workspace implementation modules.
JSON Schema and fixtures
|
+------------------+
v v
TypeScript contracts Rust runner core
| |
+--------+---------+
v
deterministic parity
Paperclip server ----implements----> runner public ports
The dependency points from an implementation to a contract. The Paperclip server may implement a public runner port. The runner package must not import the server implementation.
The initial public package surfaces are:
@paperclipai/paperclip-runnerfor runtime contracts and clients.@paperclipai/paperclip-runner/testingfor deterministic fakes and conformance helpers.
Every export must have an implementation and a clean-consumer test before it is published. Later SDK, eval, and lab surfaces require separate decisions.
Protocol boundary
PRP v1 uses a WebSocket at:
/api/runner/v1/connect/:runId
JSON Schema is the language-neutral protocol authority. TypeScript and Rust use the same canonical fixtures and must produce the same replay result.
Protocol rules are fail closed:
- Unknown required protocol or schema versions are rejected.
- Unknown required discriminators and enum values are rejected.
- Additive optional object fields may be accepted when v1 consumers can ignore them safely.
- Frames, headers, durable state, diagnostic tails, and replay windows are bounded.
- Event identity and ordering remain stable across reconnect and restart.
Provider-native messages do not cross this boundary. Drivers translate them to provider-neutral PRP events, results, usage, cancellations, and structured input.
Trust boundary
The Paperclip server is authoritative for:
- company, agent, issue, run, session, and user attribution;
- rollout and runtime selection;
- action discovery and authorization;
- approval, budget, secret, revision, and workspace policy;
- durable application records and activity history;
- result acceptance, finalization, and issue status.
Runnerd is authoritative only for its local responsibilities:
- provider process supervision;
- provider session and turn transport;
- durable PRP outbox and command receipts;
- stable runner-side event identity;
- bounded process diagnostics.
Runnerd receives a short-lived, one-use bootstrap ticket. The ticket is bound to the company, agent, issue, run, runner, session, turn, and verified artifact. The server exchanges it for a short-lived connection lease. Raw tickets are never stored. Runnerd never receives a broad Paperclip API key.
The server rejects expired, replayed, revoked, cross-company, mismatched, malformed, oversized, or protocol-incompatible connections. Cancellation, timeout, supersession, and environment-lease loss revoke runner authority.
Durable delivery and recovery
Runnerd persists an event before it sends the event. The server acknowledges a cumulative source cursor. Runnerd removes acknowledged data only after it validates that cursor.
A reconnect reports the last processed command, the next source sequence, the last acknowledged source sequence, and the unacknowledged range. The server may then replay one pending command and accept byte-equivalent event retries.
Command identity is idempotent. Reusing a command ID with the same canonical input returns the stored result. Reusing the ID with different input fails closed. A repeated semantic tool call cannot repeat an application effect.
Recovery is bounded. Exhausted storage, reconnect, command, or time limits end the run with a classified failure instead of an unbounded loop.
Semantic actions
PRP carries provider-neutral semantic operation IDs. The package may define an operation catalog, but catalog presence does not grant authority.
For each run, the server projects only operations that have a production binding and that the current actor may discover. An unbound or unauthorized operation is absent from discovery. The server validates inputs, executes the existing application authority, and returns a redacted receipt.
This keeps these invariants in one place:
- company scoping;
- actor and run attribution;
- authorization and approval;
- revision and idempotency checks;
- budget and secret policy;
- activity logging and safe error details.
Runnerd cannot forge identity through tool input. Identity and scope come from the authenticated connection binding.
Structured input
Questions use paperclip.question_set.v1. Responses use the matching canonical
response contract. Drivers translate between these provider-neutral records and
provider-native input APIs.
The server validates a response at the untrusted API edge and again against the persisted question set before delivery. A process loss may materialize a durable task-thread interaction, but cancellation and an already resolved request must not create a second interaction or continuation.
Persistence and finalization
Native run records are additive. Existing heartbeat and issue records remain readable. A runner result is an untrusted claim. It does not directly update an issue status.
The server validates the result, classifies durable evidence, applies status policy, commits workflow effects, and records finalization. Each phase is idempotent and recoverable. Existing direct adapters keep their existing finalization paths and do not invoke native status arbitration.
Disabling the rollout flag blocks fresh runner starts. It does not make an already persisted native run unreadable or prevent bounded recovery and finalization of that run.
Rollout
The rollout has three gates:
- The instance flag is enabled.
- The agent explicitly selects
paperclip_runner. - The adapter selects a provider from the qualified catalog: Codex, OpenCode, pinned Claude/Codex ACPX, Claude Managed, or AWS AgentCore.
The adapter is hidden from creation and selection surfaces while the flag is off. Server validation also rejects a fresh runner selection or start while the flag is off. UI hiding is not the security boundary.
Runtime selection is persisted before launch. Later setting changes cannot silently move an in-flight run between the direct and native execution paths.
The detailed compatibility rules are in Paperclip Runner compatibility and rollout.
Observability
The server records structured runner, provider, semantic action, interaction, usage, and terminal events. Logs and receipts must not contain bootstrap tickets, leases, provider credentials, secret values, complete environments, or private host paths.
The task page may project these records through existing thread components. A runner-only control must depend on persisted runtime facts. It must not depend only on the agent adapter profile.
Consequences
This design adds process, protocol, and recovery complexity. In return, it gives provider sessions a durable and testable execution boundary without moving Paperclip governance into the runner.
The default-off, explicit-adapter rollout duplicates some provider configuration during the experiment. This is intentional. It keeps comparison and rollback simple and prevents a global migration of existing agents.
The standalone package boundary requires generated artifacts, clean-consumer tests, and cross-language parity gates. These checks add build cost, but they prevent server implementation details from becoming accidental public API.
Required proof before general availability
- TypeScript and Rust accept and reject the same protocol fixtures.
- Lost acknowledgements, reconnects, runner restarts, and duplicate commands do not duplicate events or effects.
- Bootstrap replay, binding mismatch, and cross-company access fail closed.
- Only authorized and production-bound actions appear in discovery.
- Cancellation settles provider, runner, transport, and application state.
- Flag-off direct-adapter runs create no native records and start no runner process.
- Persisted native runs remain readable and recoverable after the flag changes.
- Codex completes the server to PRP to runnerd to provider to server path.
- Existing adapter compatibility tests remain byte stable where specified.