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OpenJun 25, 2026
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•Last updated Release planned for 06.22~06.28.
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Adopt file-backed dynamic package version
area/buildIssues or PRs related to build system, packaging, and installationIssues or PRs related to build system, packaging, and installationkind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debtpriority/backlogHigher priority than awaiting-more-evidenceHigher priority than awaiting-more-evidenceStatus: Open.#39 In inclusionAI/AReno;Define the v0.0.3 user tutorial ladder
area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussionkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#40 In inclusionAI/AReno;Write a runnable tiny training smoke tutorial
area/cliIssues or PRs related to the CLI (areno train, areno serve)Issues or PRs related to the CLI (areno train, areno serve)area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)good first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#41 In inclusionAI/AReno;Document the current observability surface
area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)area/testingIssues or PRs related to the test suite and test infrastructureIssues or PRs related to the test suite and test infrastructuregood first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#45 In inclusionAI/AReno;Decide the wandb integration shape
area/dependencyIssues or PRs related to dependency changesIssues or PRs related to dependency changesarea/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussionkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#48 In inclusionAI/AReno;Define the v0.1.0 Agent-native target
area/agenticIssues or PRs related to agentic RL, agent functions, and trajectoriesIssues or PRs related to agentic RL, agent functions, and trajectoriesarea/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussionkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#50 In inclusionAI/AReno;Add an AReno code navigation map for agents
area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)good first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationpriority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soonStatus: Open.#51 In inclusionAI/AReno;Document registry resolution paths for agent readers
area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public APIarea/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)area/modelsIssues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)Issues or PRs related to model adapters (llama, qwen3, bailing, gemma4, etc.)kind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#52 In inclusionAI/AReno;Add registry discovery smoke coverage
area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public APIarea/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)area/testingIssues or PRs related to the test suite and test infrastructureIssues or PRs related to the test suite and test infrastructuregood first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debtStatus: Open.#53 In inclusionAI/AReno;Add the first AReno failure-mode table
area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)area/testingIssues or PRs related to the test suite and test infrastructureIssues or PRs related to the test suite and test infrastructurekind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#55 In inclusionAI/AReno;Add Agent-native issue and PR sizing rules
area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)kind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debtkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#56 In inclusionAI/AReno;Record the current AReno backend topology
area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public APIarea/engineIssues or PRs related to the engine runtime (workers, TP, rollout, training)Issues or PRs related to the engine runtime (workers, TP, rollout, training)good first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationpriority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soonStatus: Open.#58 In inclusionAI/AReno;Define rollout-engine vocabulary for future work
area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public APIarea/engineIssues or PRs related to the engine runtime (workers, TP, rollout, training)Issues or PRs related to the engine runtime (workers, TP, rollout, training)kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussionkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#59 In inclusionAI/AReno;Add v0.0.3 milestone release criteria
area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)good first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/cleanupCategorizes issue or PR as related to cleaning up code, process, or technical debtCategorizes issue or PR as related to cleaning up code, process, or technical debtkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#69 In inclusionAI/AReno;Add a Dataset Formats reference guide
area/apiIssues or PRs related to the SDK/Trainer public APIIssues or PRs related to the SDK/Trainer public APIarea/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)good first issueDenotes an issue ready for a new contributorDenotes an issue ready for a new contributorkind/documentationCategorizes issue or PR as related to documentationCategorizes issue or PR as related to documentationStatus: Open.#70 In inclusionAI/AReno;Add a multi-turn coding agentic training example
area/agenticIssues or PRs related to agentic RL, agent functions, and trajectoriesIssues or PRs related to agentic RL, agent functions, and trajectorieskind/featureCategorizes issue or PR as related to a new featureCategorizes issue or PR as related to a new featureStatus: Open.#24 In inclusionAI/AReno;Write AReno recipe system design
area/algorithmsIssues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)Issues or PRs related to training algorithms (SFT, DPO, GSPO, GRPO, PPO)area/cliIssues or PRs related to the CLI (areno train, areno serve)Issues or PRs related to the CLI (areno train, areno serve)area/dxIssues or PRs related to developer experience (error messages, ergonomics, onboarding)Issues or PRs related to developer experience (error messages, ergonomics, onboarding)kind/designCategorizes issue or PR as related to design discussionCategorizes issue or PR as related to design discussionpriority/important-soonMust be staffed and worked on either currently, or very soonMust be staffed and worked on either currently, or very soonStatus: Open.#96 In inclusionAI/AReno;