Ritesh Patel

Memory Management

Hierarchical Recall

Manage persistent agent recall, user preferences, and shared enterprise facts without polluting LLM context windows.

1. Task Context

Ephemeral working scratchpad discarded immediately upon task completion.

2. Persistent Agent Memory

Isolated recall of past tool responses and failure modes specific to one agent.

3. User Preferences

Individual user directives (e.g. “prefer concise summaries without prose”).

4. Shared Workspace

Global business rules and milestone launch freezes accessible to all agents.

Memory TitleTypeAssociated AgentScopeSourceCreatedActions
User prefers concise research reports

When delivering research synthesis, Ritesh prefers an Executive Summary under 250 words, bulleted key takeaways, and explicit citation URLs over prose narratives.

user preferenceAll AgentsuserUser feedback on Task #89 ('Daily AI brief too wordy')Aug 10, 2026
Marketing team brand voice & content tone guidelines

Corporate voice must be authoritative, engineering-focused, and avoid marketing buzzwords like 'synergy', 'game-changing', and 'revolutionize'. Emphasize benchmarks and security.

workspace knowledgeAll AgentsworkspaceImported from Marketing Brand Playbook v2.4Jul 15, 2026
Project Alpha Friday 5:00 PM Hard Launch Freeze

All PRs related to Project Alpha core services must be merged before Friday 17:00 UTC. Any changes after require CTO approval.

workspace knowledgeProject Manager AgentworkspaceExecutive Slack Announcement (#general)Oct 24, 2026
Research Agent must cite verifiable arXiv & DOI links

Agent must reject unindexed pre-print citations unless backed by a valid arXiv ID, IEEE Xplore DOI, or official company engineering blog.

agent persistentResearch AgentagentAgent Studio constraint configurationAug 15, 2026
Support Tier-1 refund delegation threshold

Automated refund calculation is capped at $100. Any credit adjustment or cash refund above this amount requires human manager approval.

agent persistentCustomer Support AgentagentFinance Ops Policy Doc Rev 4.1May 20, 2026
Session ephemeral context: Sprint 42 retrospective notes

Temporary working buffer for sprint retrospective analysis. Includes 14 feedback notes collected from frontend engineering pod.

conversationProject Manager AgentagentAssistant conversation session #8129Oct 31, 2026