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Exploration Structure in LLM Agents for Multi-File Change Localization
Authors: Akeela Darryl Fattha, Kia Ying Chua, Lingxiao Jiang, Laura Wynter Published: 2026-06-10 Categories: cs.SE,
cs.AI
Links: ...
arxiv:cs.AI
arxiv:cs.SE
Problem
Contributors lack a private or structured way to report critical security vulnerabilities in the repository.
Current Behavior
Only basic bug reports and feature requests are present.
Why This ...
enhancement
needs-review
TKT-012 Shared Types Package
- Status: DONE
- Priority: P1
- Epic: EPIC-001
- Sprint: SPRINT-02
Problem
Cross-service contracts need a single source of truth.
Scope
- packages/types setup ...
epic:EPIC-001
priority:P1
sprint:SPRINT-02
type:story
Problem
SLM node identity has two un-reconciled keyspaces, both rooted in an un-retired legacy multi-VM topology:
1. Legacy hostname template — 00-SLM-Manager, 01-Backend, 02-Frontend, 03-AI-Stack, ...
advanced
backend
frontend
infrastructure
Mind your key: An Empirical Study of LLM API Credential Leakage in iOS Apps
Authors: Pinran Gao, Lingxiang Wang, Ying Zhang, Fan Yang Published: 2026-06-10 Categories: cs.SE, cs.CR
Links: abs | pdf
...
arxiv:cs.CR
arxiv:cs.SE
Rule Taxonomy and Evolution in AI IDEs: A Mining and Survey Study
Authors: Guangzong Cai, Ruiyin Li, Peng Liang, Zengyang Li, Mojtaba Shahin Published: 2026-06-10 Categories: cs.SE,
cs.AI
Links: abs ...
arxiv:cs.AI
arxiv:cs.SE
A Five-Plane Reference Architecture for Runtime Governance of Production AI Agents
Authors: Krti Tallam Published: 2026-06-10 Categories: cs.AI, cs.CC, cs.CR, cs.SE
Links: abs | pdf
Abstract
Enterprise ...
arxiv:cs.AI
arxiv:cs.CC
arxiv:cs.CR
arxiv:cs.SE
Goal
Implement v0.63: Cernion Answer Dossier / Babelfish prompt architecture.
Cernion should become the fachliche Orchestrierungsmaschine for energy-domain prompts. External GenAI systems such as
MS365 ...
TKT-011 API Service Baseline
- Status: DONE
- Priority: P0
- Epic: EPIC-001
- Sprint: SPRINT-02
Problem
Need a stable API baseline with typed validation and testability.
Scope
- FastAPI ...
epic:EPIC-001
priority:P0
sprint:SPRINT-02
type:story
Checkpoint after GitHub Pages deployment was fixed. Scope: manual/status notes only. No audio behaviour changes.

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