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[2026 Q1 Roadmap] Upcoming features and releases #29

@Alex-q-z

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@Alex-q-z

Hi everyone,

We’re planning a set of updates for ACE in the next few weeks. Below is the tentative Q1 roadmap, grouped by area, with current owners. If you’re interested in helping with any item (or you’d like to propose something else), please comment on this issue.

Core functionality

  • Richer curator operations: add support for more curator ops such as DELETE and MERGE (thanks to @shuknk8s) — owner: @Alex-q-z
  • Prompt refactor by dataset: refactor component prompts so each dataset can ship with its own tuned versions of generator / reflector / curator prompts — owner: @Alex-q-z
  • Playbook retrieval: implement playbook retrieval methods, including semantic retrieval and agent-based retrieval (e.g., RLM) — owners: @snova-fengluh, @Shyamsaibethina

Applications

  • StreamBench Text-to-SQL support — owner: @sruan2
  • FrontierCS algorithm challenges support — owner: @jane-jhu
  • Mind2Web web agents support — owner: @nuglifeleoji

Feedback welcome

What would you most like to see in ACE next? If you have a feature request, it’s especially helpful to include: (1) the target use case/dataset, (2) expected workflow, and (3) any pointers to relevant papers/repos/issues.

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