Release notes

Changelog

Product updates grouped in ten-day windows. Select a release for the full breakdown and merged pull requests.

  1. Latest

    Fleet: eval sets at cloud scale, plus two new ways to author a pack

    The Fleet epic landed in fifteen pull requests — case-level fan-out, Kubernetes sandboxes, per-account LLM throttling, eval-set manifests, a live matrix dashboard, post-hoc scanners, budgets with emergency stop, OTel metrics, and a Helm chart. Alongside it: one-command local setup for contributors, custom OpenAI-compatible endpoints, pack drafts generated from a tryout or a plain-English description, and a machine-readable public site.

    16 updates · 31 merged PRs

  2. A shared runtime module, local Docker execution, and a big cleanup

    Agent execution moved out of the backend into a standalone `runtime` module that the API server, worker, and CLI all import — the foundation for running evals locally. Local runs gained a Docker sandbox provider and bring-your-own-key credential resolution. A 34k-line removal pass retired dead and demoted surfaces, and CLI 2.0.0 shipped.

    7 updates · 9 merged PRs

  3. DataSmith launch: weak-vs-strong synthetic data for agents

    DataSmith ships as an open-source Python SDK for high-signal synthetic dataset generation with web-grounded seed construction, OTLP trace ingestion, and SFT/DPO export. AgentClash adds platform marketing, docs, and SEO surfaces for the hosted Agentic Self-Instruct loop.

    6 updates

  4. Portable agent skills and one-command host install

    Twenty-five portable Agent Skills shipped with docs, an embedded CLI snapshot, and a standalone agent-skills bundle repo. Install or doctor skills on Claude, Codex, Cursor, OpenClaw, Hermes, and OpenCode with one command, or export an offline bundle as a directory or tar.gz.

    9 updates · 14 merged PRs

  5. Datasets, /try demos, multi-turn transcripts, and Hermes harness

    The datasets platform shipped end-to-end — import, generation, trace ingest, eval gates, and full workspace UI. /try CLI demos, multi-turn transcript exports, Hermes harness support, and PostHog analytics rounded out the release window.

    13 updates · 30 merged PRs

  6. Security packs, multi-turn eval, and replay polish

    Security-family challenge packs, stress-run CLI, and vault boundary harnesses established AgentClash as a security eval surface. Multi-turn evaluation with human takeover and case templating extended the engine beyond single-shot runs.

    10 updates · 21 merged PRs

  7. CI intelligence, prompt eval, and GitHub-native workflows

    Failure clusters, regression provenance, and CI setup generators connected the eval loop to GitHub. Prompt eval CLI commands, the PR comment bot, and E2B harness runners closed the gap between local runs and production gates.

    10 updates · 112 merged PRs

  8. Peer standings, CLI distribution, and a redesigned public site

    Live peer standings injected into running agents, the CLI shipped through npm with production defaults, and the marketing site got a full redesign — /why, pricing, docs foundation, and broadcast-style run views.

    9 updates · 97 merged PRs

  9. Scoring depth, failure review, and the first regression suite UI

    The evaluation engine gained deterministic validators, LLM judge dimensions, and behavioral scoring. Failure review and regression suites landed in the workspace UI, alongside CLI distribution hardening and the xAI provider adapter.

    12 updates · 60 merged PRs

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