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Feature Name
Enterprise CRM Intelligence Command Center Example
Description
An interactive boardroom-grade customer analytics and sales pipeline dashboard displaying qualified leads, customer
profiles, ...
component
good first issue
gssoc:approved
GSSoC-26
help wanted
level:intermediate
type:feature
Source: docs/agentic-memory-2026-06-14.md §7. Priority: P3.
Problem
First-party memory has converged on Eidet s shape, creating both redundancy risk and interop openings that turn
competitor surfaces ...
enhancement
research
Source: docs/agentic-memory-2026-06-14.md §3. Priority: P2.
Problem
MemCoder (arXiv:2603.13258) and Lore (arXiv:2603.15566) both argue that git history is a high-yield,
already-human-verified memory ...
enhancement
research
Source: docs/agentic-memory-2026-06-14.md §4. Priority: P2.
Problem
Three convergent findings on the maintenance/consolidation path:
1. Budgeted forgetting (arXiv:2604.02280) — frame retention as budget-constrained: ...
enhancement
research
category: data
Source: docs/agentic-memory-2026-06-14.md §3. Priority: P2.
Problem
Structurally Aligned Subtask-Level Memory (arXiv:2602.21611, verified) shows that retrieving SWE experience by global
task similarity ...
enhancement
research
Source: docs/agentic-memory-2026-06-14.md §5. Priority: P1. Security.
Problem
Two integrity gaps the recent literature flags as common blind spots:
1. Post-deletion verification — FAMA/Memora (arXiv:2604.20006) ...
enhancement
research
security
Source: docs/agentic-memory-2026-06-14.md §6. Priority: P1.
Problem
Competitors publish retrieval/resolution numbers (agentmemory: 95.2% R@5 LongMemEval-S; Mem0/Supermemory: LoCoMo/BEAM).
Eidet publishes ...
enhancement
research
Change scheduler.py and output_constraint.py
May need to implement a generic get_location method in SCCommon
When a word is changed, the cached TTS is not refreshed. When a word is changed, the corresponding cached TTS must be
erased and replaced with the new TTS, corresponding to what was saved.
bug

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