Back to Module 1.2: Context EngineeringIn Progress
AI Lesson & Submodule
Sliding Window Conversation State
Manage dynamic conversation histories using sliding token limits.
Why This Matters
Without dynamic window pruning, conversations crash immediately when crossing token bounds.
What You Will Learn
- •Track active chat queues
- •Prune history based on tiktoken indices
- •Keep system prompts pinned
Concepts Covered
Chat history queuetiktoken limitsPinned system directives
Mapped Foundation Project: Context Window Dashboard
Diagnostic analyzer tracking chat history expansion, system prompt parameters, and memory optimization suggestions.
Architecture Preview
A dashboard showing total token allocation, system overhead, and dynamic chat history truncation sliders.
Chat History InputHistory Truncator ModelToken Count Calculator
Tech Stack Planned
Next.jsTypeScriptTailwind CSS
Technical Interview Value
- ?Describe how to build a token-safe chat queue keeping system inputs pinned