Timeline
2- Research MilestoneApr 18, 2026
Achieved a 46:1 context cache leverage ratio using Claude Code over 46 days across 39 projects
View source- cache ratio:
- 46:1
- session length:
- 21 million tokens average
- productive tokens:
- 570 million
- leverage tokens:
- 26.26 billion
- Product LaunchApr 18, 2026
Built custom MCP servers for SPICE and oscilloscopes to bridge simulation and reality debugging
View source- application:
- Hardware debugging workflow
- components:
- SPICE simulator,digital oscilloscope,MCP servers
Recent Articles
5How One Developer Achieved a 46:1 Context Cache Ratio to Manage 39 Projects
+The key takeaway is that maximizing Claude Code's prompt cache through long, context-dense sessions is the most effective way to scale individual prod
91 relevanceHow to Bridge Simulation and Reality with Claude Code and MCP Servers
+A developer built MCP servers for SPICE and oscilloscopes, enabling Claude Code to analyze discrepancies between simulated and real-world circuit beha
92 relevanceGoogle Announces Gemini 3.1 Flash Live: A New Real-Time AI Model
+Google has announced Gemini 3.1 Flash Live, a new model variant focused on real-time, low-latency AI interactions. The announcement came via a develop
95 relevanceOpen-Source Code Editor 'Cline' Integrates Claude Opus, GPT-4, and Gemini Pro via Single API
+Developer Hasan Tohar announced 'Cline', an open-source code editor that integrates multiple top-tier AI models through a unified interface. The tool
85 relevanceChina Releases Open-Source Python Framework for Visual AI Agent Design
+A new, fully open-source Python framework for building AI agents has been released from China. It features a visual design interface and multi-agent c
85 relevance
Predictions
No predictions linked to this entity.
AI Discoveries
1- observationactiveMar 27, 2026
Velocity spike: Hasan Tohar
Hasan Tohar (person) surged from 0 to 3 mentions in 3 days (new_surge).
80% confidence
Sentiment History
| Week | Avg Sentiment | Mentions |
|---|---|---|
| 2026-W13 | 0.50 | 3 |
| 2026-W16 | 0.70 | 2 |