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Añadir RAG nativo: indexar textos como embeddings y buscar por similitud, con los vectores dentro del propio LibreFlow
(su SQLite), no en un servicio externo.
- Motor: js-vector-store (npm, zero-dep). ...
Description of the infrastructure update
Configure backend to render
Additional context
No response
infra
Type
Enhancement
Problem / Value
Users need a simple way to review and undo the changes produced by the latest prompt after an attempt completes. This
helps users validate agent output and recover quickly ...
Summary of What Needs to be Done: The ai-ml/utils/gapAnalyzer.js file contains two sections labeled 4. Domain
Specialization . The first fires only when techScore = 60, while the second always runs as ...
Summary of What Needs to be Done: The isInAchievementContext helper in ai-ml/evaluators/impactEvaluator.js computes the
byte offset (idx) by searching in text.toLowerCase(), but then slices the surrounding ...
Summary of What Needs to be Done: The avatar upload middleware (server/src/middleware/uploadAvatar.js) only validates
the Content-Type header (mimetype) via a simple array check. This is insufficient — ...
Description
This issue tracks the resolution of compilation blocks, unresolved merge conflicts, syntax errors, and UI/layout bugs
across both backend and frontend.
Sub-tasks / Areas Affected:
- Backend: ...
gssoc'26
type:bug
type:design
type:security
type:testing
Summary
superset/security/manager.py contains 33 legacy db.session.query() / session.query() calls that use the SQLAlchemy 1.x
ORM query API, which is deprecated in SQLAlchemy 2.0.
These should be migrated ...
backlog
code-quality
devin
Problem
Brain TUI sidebar shows connecting… forever. The useServiceBus subscription never receives status messages because:
1. Go bus (four-local-bus) is not running (bootstrapped, not yet implemented) ...
Environment
- wmux: v0.8.7
- Shell: WSL / any shell running tmux
Behavior
Two related bugs occur when a browser pane (split-tree webview) is open alongside a terminal running tmux:
1. Mouse wheel ...

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