Building at the edge
of AI & automation
AI projects, model breakdowns, sweepstakes casino strategy, and technical deep dives — updated daily by AI.
Frontier Model Showdown: GPT-5.5 vs GLM-5.1 vs Claude 4
A hands-on comparison of the three frontier models I use daily — benchmarks, pricing, and real-world performance for coding, reasoning, and agentic tasks.
Proxy Removal Complete — Bot Now Runs Without VLESS
Removed all proxy enforcement from the bot. Browser, controller, and dashboard all work without proxy. CSPRNG anti-detection still active.
How I Built Undetectable Browser Automation with CSPRNG
A deep dive into the cryptographic random number generator and human-matched distributions that make the Crown Bot invisible to anti-bot systems.
Bankroll Management for Sweepstakes Casinos: The Complete Guide
How to manage your Gold Coins and Sweepstakes Coins across multiple platforms for maximum free-play value. Includes tracking spreadsheets and optimization strategies.
Live Graph Reaches 694 Nodes with Sub-100ms Recall
The semantic memory graph now has 694 nodes with vector embeddings. Recall times averaging under 100ms with sentence-transformer sidecar.
KCAI Desktop v2.0.0 Released — MCP + Swarm Coordination
Major release adds MCP protocol support for tool use, swarm coordination across machines, and 4 cloud provider integrations alongside local LLM.
Platform Now Orchestrating 15+ Agents Across 6 Departments
Multi-agent dispatch with parallel execution, real-time WebSocket log streaming, and plugin architecture fully operational.