Verifiers v0.1.10.dev1 Release Notes

Date: 02/04/2026

Full Changelog: v0.1.10.dev0...v0.1.10.dev1

Changes since v0.1.10.dev0

• info oaitools fix (#821)
• Capture stdout/stderr for live display (#819)
• track token usage in eval (#816)
• RLM: show full user message (#818)
• remove filesystem info from rlm system prompts (#817)
• RLM: add prompt verbosity parameters (#814)
• re-raise auth errs + fix overlong prompt err for openrouter (#813)
• add default sandbox_labels to rlm-secrets (#810)
• Improve vf-eval display (#809)
• Increase Sandbox Default Thread Worker Count (#807)
• Tool content validation (#806)
• env server (#799)
• Add Browser Env Integration (#732)
• adjust CliAgentEnv sandbox creation timeout + remove DummyHarborEnv (#804)
• verifiers: fix tool call rendering from saved outputs (#802)
• RLM: remove code jail -> simplify code (#800)
• Add sync bulk sandbox teardown for RLM env (#798)
• overhaul saving outputs (#774)
• Propagate RLM stop errors from root and sub tools (#797)
• clean up on task cancelation to avoid resource leakage (#795)
• CliAgentEnv: teardown sandboxes via bulk delete (#796)
• RLM: Fix trajectory collision (#786)
• lazy import datasets (#794)
• add rLLM integration to docs
• cancel outstanding tasks if one task raises in generate (#793)
• revert wiki-search
• update environments/README.md (#790)
• util for enforcing env vars are set (#789)
• return last result if retries exhausted (#782)
• warning log in RLTrainer (#783)
• RLM: Simplify code (#781)
• hello world tasks for TerminusHarborEnv and OpenCodeHarborEnv (#775)
• fix retry for invalid model response errors (#778)
• Make local RLM REPL concurrency configurable (#777)
• RLM: re-enable Sandboxes for both Python and Bash (#776)
• fix alphabet-sort
• fix alphabet-sort
• raise on empty response error (openrouter) to trigger retries (#772)
• mirror cli in toml config (#773)
• fix double save results in vf-eval (#771)
• remove log file for cli agent env (#770)
• eval --debug mode to skip Rich (#769)
• tools eval example
• Harbor examples (#766)
• Feature: Add tools metadata for eval viewer (#767)
• expose sandbox labels in SandboxEnv and CliAgentEnv (#768)
• RLM env stop condition fix (#757)
• lazy init locked chromadb instance in wiki-search (#765)
• created the rlm_secrets environment (#763)
• Move RLM system prompt into first user prompt (#764)
• gepa dep
• integrated gepa training, ui to track (#747)
• prime tunnel in cliagentenv (#746)
• RLM: make bash REPL default, keep Python REPL optional (#758)
• Sebastian/rlm file system 2026 01 20 (#756)
• eval tui (#735)
• multi-env evals config (#734)
• Add retry support for infrastructure errors in vf-eval (#750)
• RLM: tools, sub_tools, root_tools (#749)
• optional DatasetBuilder pattern (#739)
• Add copy mode to vf-tui (#745)
• RLMEnv: Make sub-LLM calls work for training (#738)