earlyink
107 first flagged14 Oct 2026

Boundary Bench: test your coding-agent permissions against SWE-MISBEHAVIOR

CLI replaying boundary-violation scenarios against your Claude Code or Codex permission config. Teams pay for CI runs.

Early · 7.4K-sample misbehavior benchmark released

Written for: Solo builder

Next step

Pull 50 file-management and system-interaction cases from SWE-MISBEHAVIOR, run them in Docker against Claude Code with and without a deny-list hooks config, and publish the pass/fail table on Hacker News and r/ChatGPTCoding.

Why now

Anthropic went from about 2,500 to over 30,000 merged changes a day in four months, so agent volume is outrunning human review. Developers write allow-lists and hooks but never test them. Recent cards cover network egress (Egress Leash) and after-the-fact review (Session Receipts). This card covers the gap before deployment: does my config actually stop the bad action?

What became possible

SWE-MISBEHAVIOR provides 7.4K samples covering 11 boundary violations across code generation, file management and system interaction, with fully automated evaluation. Kairos shows the enforcement model that works: transactional checks at the system boundary rather than trusting the model.

Two ways in

  1. Boundary Bench CLI

    Runs a curated slice of SWE-MISBEHAVIOR scenarios in Docker against a given agent plus permission config and prints a pass/fail table by misbehavior type.

    Customer
    Developers and small teams running coding agents with write access
    Model
    Open source, with a paid GitHub Action that tracks results over time
  2. Undo shim

    Kairos-style overlay filesystem that holds agent writes in a transaction and commits only after policy checks pass.

    Customer
    Solo developers letting agents run unattended
    Model
    One-time licence or $8 a month

Competition

Early

The benchmark side looks open. SWE-MISBEHAVIOR came out in October 2026 and was only tested on research agents.

Full competition notes (9 competitors)

The benchmark side looks open. SWE-MISBEHAVIOR came out in October 2026 and was only tested on research agents. Existing guardrails like Fence and denylist skills publish no benchmark results, and GuardFall shows most guardrails can be bypassed. Claude Code's own docs say its permission rules can be bypassed. Nobody I found sells a tool that takes the permission config and hooks a team actually uses and gives a repeatable pass/fail score in CI. A new entrant could win by testing the user's real setup, adding the GuardFall bypass tricks to the scenarios, and tracking whether a config gets better or worse across agent versions. The risks are that the paper authors or Anthropic/OpenAI ship something similar, that replaying with live agents makes CI runs slow and costly, and that the SWE-MISBEHAVIOR data may not be openly available. The undo shim is much less open: AgentFS, Container Use, Kairos and cleveragents-core already cover it, so it works better as a feature of the bench than as its own product.

  • SWE-MISBEHAVIOR paper and CODE-KIT

    The source benchmark itself, from October 2026, with 7.4K boundary-violation samples across code generation, file management and system interaction. Its CODE-KIT mitigation was tested on smolagents and OpenHands. There is no product for running it against Claude Code or Codex permission configs, and I didn't check whether the data is public.

  • GuardFall (Adversa AI, via Cloud Security Alliance)

    A research report that tested five shell bypass techniques against eleven open-source coding agents and found ten of them vulnerable. It is the closest thing to a guardrail test suite, but it is a one-off report, not a product you run in CI.

  • Fence (hoop.dev)

    An open-source hook-based blocker for Claude Code and Codex that looks at what a command is trying to do. It has no published benchmark, and coverage notes it is unclear how it handles disguised or multi-step commands. It could be a customer or a thing being tested rather than a competitor.

  • Global agent guardrails skill (Tessl registry)

    A shared denylist for Claude Code, Codex and other agents, with a small regex test script. Its author says disguised commands can slip past it.

  • Claude Code permissions and sandbox (Anthropic)

    Built-in allow, ask and deny rules and an OS-level sandbox. The docs warn that Bash rules match prefixes and can be bypassed, and a sandbox escape (CVE-2026-25725) was patched in version 2.1.2. Anthropic is the platform owner and could add its own config testing.

  • AgentFS (Turso)

    The agentfs run command holds agent writes in a copy-on-write overlay stored in SQLite and blocks writes outside the working directory. This covers most of the undo shim idea.

  • Container Use (Dagger)

    Gives each coding agent its own container and git branch. Works with Claude Code, Codex and other agents and keeps a history of what each agent did. An alternative way to contain agent writes.

  • Kairos

    An October 2026 research design that runs the agent in a microVM, holds file writes in an overlay layer with a log for rollback, and commits or aborts after a policy decision. This is the design the undo shim is named after.

  • cleveragents-core overlay sandbox

    An open-source agent framework with an OverlayFS sandbox, all-or-nothing commits after the user approves, and rollback.

Checked 2026-10-14

Risks

  • Dataset licence may restrict commercial redistribution
  • Agent vendors keep improving their own sandboxes
  • Benchmark scenarios may not match a given repo's real risks

Strong team fit; market pull is the weak point (6).

tech 7 · pull 6 · space 7 · fit 9 · build 7

Exposed

Companies that could benefit or be threatened. News and context, not investment advice.

Momentum of its main topic

168 developments this week +53 vs last week
21 Sep: 0 developments22 Sep: 0 developments23 Sep: 0 developments24 Sep: 0 developments25 Sep: 0 developments26 Sep: 0 developments27 Sep: 0 developments28 Sep: 0 developments29 Sep: 0 developments30 Sep: 0 developments1 Oct: 0 developments2 Oct: 0 developments3 Oct: 0 developments4 Oct: 0 developments5 Oct: 0 developments6 Oct: 0 developments7 Oct: 0 developments8 Oct: 32 developments9 Oct: 26 developments10 Oct: 13 developments11 Oct: 11 developments12 Oct: 14 developments13 Oct: 19 developments14 Oct: 24 developments15 Oct: 35 developments16 Oct: 31 developments17 Oct: 15 developments18 Oct: 14 developments19 Oct: 23 developments20 Oct: 26 developments
Stage: Coverage

Sources

  1. SWE-MISBEHAVIOR: Benchmarking and Mitigating Boundary Violations in Software Coding AgentsarXiv
  2. Kairos: Transactional Security Enforcement at the System Boundary for LLM AgentsarXiv
  3. Redesigning source control at AnthropicSimon Willison
  4. Holding Agents Accountable with Verifiable Agent InsurancearXiv

Status history

  • 2026-10-14 Flagged as buildable