engineering · 1 min read
Agent Memory: Implementation Patterns That Work
Practical implementation patterns for short-term, long-term, episodic and semantic agent memory.
BABhogar AI TeamProduct & Engineering
Memory is what makes an agent feel intelligent and what makes a stateless system feel useful. The implementation patterns are well-understood now.
Why it matters
Common pitfalls: storing too much, retrieving wrong, never forgetting, leaking across users. Each has a fix.
How Bhogar AI approaches it
Bhogar AI ships memory primitives for short-term (per-thread), long-term (per-user), episodic (per-event) and semantic (per-concept) memory, with TTLs and cross-user isolation.
- Per-thread short-term memory
- Per-user long-term memory with TTL
- Episodic memory for conversation moments
- Semantic memory for concepts
- Cross-user isolation by default
What you get
Agents feel coherent across sessions without leaking data across users.