igorganapolsky
@IgorGanapolsky
Igor Ganapolsky
Forward Deploy AI Engineer
About
Forward Deploy AI Engineer
Contributions
Articles
- Why AI Coding Agents Need a Feature Flag Firewall: Inside Spotify Confidence MCP + ThumbGateOct 14, 2026
- Why Your AI Copilot's Thumbs-Down Sucks: From Passive CSAT Black Holes to Pre-Action FirewallsOct 13, 2026
- Why AI Agent Sandboxes Aren't Firewalls: In-Line Pre-Action InterdictionOct 09, 2026
- How an AI Coding Agent Burned 301 Million Tokens in 24 Hours: Postmortem & Pre-Action FixOct 07, 2026
- Review the Tool Calls That Write, Spend, or Leave the MachineOct 07, 2026
Comments
- @[manojkagitha] That makes total senseâdataclasses give you clean con...Oct 14, 2026
- @[manojkagitha] In-process context dispatch with typed return objects ...Oct 09, 2026
- Spot on, Manoj. When you scale past 3-4 agents, worktree hygiene and c...Oct 09, 2026
- @[Hussein Mahdi] You're right: that sample regex misses important case...Oct 08, 2026
- @[YurkoFlisk] Not the whole stream. A person should see the calls that...Oct 07, 2026
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