The Two-Tier Model: Session and Persistent
+15 Mana
Session Memory as In-Context History
+15 Mana
Tier Versus Defining Trait(Sign in required)
Intermediate+20 Mana
Persistent Memory as Cross-Session Knowledge
+15 Mana
What Persists, What Does Not(Sign in required)
Intermediate+20 Mana
Memory Write Triggers: When the Agent Commits to Memory
+15 Mana
Enabling Persistent Memory(Sign in required)
Intermediate+20 Mana
The Memory Write Flow(Sign in required)
Advanced+30 Mana
Choosing a Memory Provider: The Decision Criteria
+15 Mana
The Embedding Pattern (Honcho): Retrieve by Similarity
+15 Mana
Provider Versus Underlying Pattern(Sign in required)
Intermediate+20 Mana
The Summarization Pattern (Hindsight): Compress and Recall
+15 Mana
When the Embedding Pattern Wins(Sign in required)
Intermediate+20 Mana
The File Fallback: When Simple Beats Clever
+15 Mana
Selecting the Provider(Sign in required)
Intermediate+20 Mana
Trade-Offs of the Embedding Pattern(Sign in required)
Advanced+30 Mana
User Profiling: Letting the Agent Learn About You
+15 Mana
Enabling Profiling: What It Changes
+15 Mana
The Profiling Toggle(Sign in required)
Intermediate+20 Mana
The Shape of Profile Insights
+15 Mana
What Profiling Captures (and What It Does Not)(Sign in required)
Intermediate+20 Mana
Cross-Session Learning: Accumulation Effects
+15 Mana
Benefits of User Profiling(Sign in required)
Intermediate+20 Mana
Profile Attribute Versus Example(Sign in required)
Advanced+30 Mana
Context Files as Knowledge Injection
+15 Mana
Auto-Discovered Files and the Priority Chain
+15 Mana
The Top of the Auto-Discovery Chain(Sign in required)
Intermediate+20 Mana
Progressive Subdirectory Discovery
+15 Mana
Context File Versus Role(Sign in required)
Intermediate+20 Mana
Context File Best Practices
+15 Mana
When Does Nested AGENTS.md Reach the Model?(Sign in required)
Intermediate+20 Mana
Habits of Effective Context Files(Sign in required)
Advanced+30 Mana
Why Compress? Tokens, Costs, and Context Limits
+15 Mana
The 50% Threshold: Why That Number
+15 Mana
The Default Compression Threshold(Sign in required)
Intermediate+20 Mana
Manual Versus Automatic: When to Compress Yourself
+15 Mana
The Compression Command(Sign in required)
Intermediate+20 Mana
Long-Session Strategies
+15 Mana
What Compression Does to Conversation History(Sign in required)
Advanced+30 Mana
The Compression Trigger Flow(Sign in required)
Advanced+30 Mana
Ready to start Hermes Memory & Context?
20 interactive lessons and 20 hands-on challenges — learn in VS Code, Cursor, or the web.