Changelog

Updates and improvements to the Lakon app and extension.

The Continuity Engine Update

A massive strategic pivot. Lakon is no longer just a prompt compressor—it is a full AI Optimization & Continuity Engine. Say goodbye to losing your AI's attention window.

• •New: Context Snapshots. Generate a rich, clean Continuation Prompt from massive, messy chat logs.
• •Backend: Built a dynamic Map-Reduce pipeline on Llama 3.3 70B that perfectly understands study sessions, coding projects, and brainstorming.
• •Web App: Added full UI support for generating and reading Context Snapshots in the Playground.
• •Analytics: Integrated Discord-based event tracking and user feedback loops (😞, 😐, 🤩) to measure compression quality in real-time.

The Proof of Compression Update

A major upgrade focusing on absolute trust and transparency. We now mathematically and visually prove that your prompt's intent survives compression.

• •New: 'What Changed' Diff View. Expandable accordion to instantly see what filler was removed, what constraints were kept, and what was rewritten.
• •New: Redesigned Token Impact Board. Aggressively highlights your exact token and cost savings.
• •New: 'Safe Compression' Assurance Tag. A clear visual indicator that your core intent was preserved.
• •Backend: Upgraded the AI intelligence engine to generate structured, human-readable compression explanations in real-time.

The Trust & Value Update

Focusing on user confidence and horizontal layout stability across all supported platforms.

• •New: Instant Undo support. Revert compressed prompts with one click if needed.
• •New: Professional ephemeral toasts showing token savings in real-time.
• •Improved: Custom tooltip system matching native platform aesthetics.
• •Fixed: ChatGPT layout stabilization—icons now stay fixed at the bottom even with large text areas.
• •Visual: Refined iconography and hover states for a more premium, professional feel.

Initial Launch

Lakon is officially out. Stop sending raw prompts and start saving on tokens.

• •Support for Claude.ai, ChatGPT, and Gemini.
• •Core compression engine optimized for 50-80% token reduction.
• •Native browser extension for Chrome, Brave, and Edge.
• •Zero-retention privacy architecture implemented.

More updates coming soon.