This release adds 2 notable features for engineering teams evaluating rollout.
✓ No known CVEs patched in this version
Topics
Summary
AI summaryAdd REPL persistence modes and a swarm task tool.
Changes in this release
| Type | Severity | Summary | CVE |
|---|---|---|---|
| Feature | Medium |
Adds REPL persistence modes Adds REPL persistence modes Source: llm_adapter@2026-06-02 Confidence: high |
— |
| Feature | Medium |
Adds swarm task tool Adds swarm task tool Source: llm_adapter@2026-06-02 Confidence: high |
— |
| Bugfix | Medium |
Auto-await final-expression Promise in eval REPL Auto-await final-expression Promise in eval REPL Source: llm_adapter@2026-06-02 Confidence: high |
— |
| Bugfix | Medium |
Scope REPL prompt sandbox bullet to the runtime Scope REPL prompt sandbox bullet to the runtime Source: llm_adapter@2026-06-02 Confidence: high |
— |
| Bugfix | Medium |
Update system prompt snapshots Update system prompt snapshots Source: llm_adapter@2026-06-02 Confidence: high |
— |
| Bugfix | Medium |
Stable `HumanMessage` IDs across resumed threads Stable `HumanMessage` IDs across resumed threads Source: llm_adapter@2026-06-02 Confidence: high |
— |
Full changelog
Features
Bug Fixes
- Auto-await final-expression Promise in eval REPL (#3499) (f7f894a)
- Scope REPL prompt sandbox bullet to the runtime (#3528) (1b395ab)
- Update system prompt snapshots (#3450) (9f9220d)
- Stable
HumanMessageIDs across resumed threads (#3591) (82c3194)
Thanks to our community contributors: @lost-particles
Internal maintainers: @sydney-runkle, @colifran, @hntrl, @mdrxy
Weekly OSS security release digest.
The CVE patches and breaking changes that affected production tools this week. One email, every Sunday.
No spam, unsubscribe anytime.
Share this release
About deepagents
Agent harness built with LangChain and LangGraph. Equipped with a planning tool, a filesystem backend, and the ability to spawn subagents - well-equipped to handle complex agentic tasks.
Related context
Related tools
Earlier breaking changes
- vdeepagents-cli==0.2.0 `deepagents deploy` now targets Managed Deep Agents API; removes `deepagents dev`, `deepagents.toml`, and `--config`/`--dry-run` flags.
Beta — feedback welcome: [email protected]