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Describe the bug
When running the automated integration tests, the ExtendAdminConsoleTest.testAdminUiTodoApp test fails with a
NoSuchElementException. The add or empty action button can t be located using ...
kind/bug
status/triage
Feature: Pluggable Embedding Models
Problem
Uteke is locked to EmbeddingGemma Q4 (768d, ONNX). While this is great for offline-first usage, users with specific
needs (better code embedding, multilingual, ...
effort:medium
roadmap
scope:embedding
type:feature
Context
The current Azure/Bicep template intentionally supports the deployed /api/generate placeholder/staging path, but it does
not yet provision Azure AI Foundry / Speech resources for production TTS. ...
go:needs-research
priority:p1
squad:bender
squad
type:feature
Feature: MCP Server
Problem
Uteke has an HTTP server (uteke-serve via tiny_http) but it is not compatible with the Model Context Protocol (MCP)
standard. This means AI tools like Claude Desktop, Cursor, ...
effort:medium
roadmap
scope:mcp
type:feature
If none is available, alternativly break down bigger steps to modest ones without implementing anything, just changing
the EXTERNAL_INSTRUMENTATION_ROADMAP.md
jules
Feature: Smart Memory Decay and Importance Scoring
Problem
Current aging system is simple time-based (hot/warm/cold based on days since last access). It does not differentiate
between:
- A memory ...
effort:medium
roadmap
scope:core
type:feature
Feature: Relationship Graph Layer
Problem
Uteke stores flat memories with no relationships between them. When you store Project X uses PostgreSQL and Database
migrations run on Sundays , there is no ...
effort:high
roadmap
scope:core
scope:graph
type:feature
Feature: Code-Aware Embedding (AST Chunking)
Problem
Current embedding engine embeds raw text as-is with MAX_SEQ_LEN=256 tokens. Code is treated like prose - no
understanding of function boundaries, ...
effort:high
roadmap
scope:core
scope:embedding
type:feature
enhancement
If none is available, alternativly break down bigger steps to modest ones without implementing anything, just changing
the DECOUPLE_ROADMAP.md
autorepeat: 1
jules

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