#ThumbGate
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somewhereonneptune.bsky.social
the infamous Thumbgate for @glorifiedcrawfish.bsky.social ✨

#stsg
June 12, 2026 at 3:14 PM
glorifiedcrawfish.bsky.social
THUMBGATE ART ALERT!!!

I commissioned @somewhereonneptune.bsky.social to make tongue tied art and I couldn’t be happier with the result. Their expressions! The intensity! I’ve been freaking out about this all day.
White-haired man biting black-haired man’s thumb
June 9, 2026 at 11:28 PM
iganapolsky.bsky.social
ThumbGate v1.4.0 is live 🔒

Pre-action safety gates for Claude Code agents. Captures feedback → learns from mistakes → blocks bad tool calls before they run.

Open source + free tier.
github.com/IgorGanapolsky/ThumbGate

#ClaudeCode #AIAgents #DevTools
April 11, 2026 at 9:56 PM
iganapolsky.bsky.social
Your AI agent repeats the same costly mistake again? Not anymore.
ThumbGate 1.16.8: one 👎 → permanent Pre-Action Check blocks it before execution. Local-first, self-improving, token-saving magic. Works with Claude Code, Cursor, Codex & more.
#AIAgents #ThumbGate #ClaudeCode #DevTools #OpenSource
May 3, 2026 at 2:20 AM
iganapolsky.bsky.social
Agent just repeated the exact force-push it got corrected on yesterday. Another 20min + tokens wasted.
ThumbGate v1.20.0: one 👎 becomes a local Pre-Action Gate that blocks it before execution. 100% local, works with Claude Code/Cursor/etc.
github.com/IgorGanapols... #AIAgents #ClaudeCode #DevTools
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 20, 2026 at 3:40 PM
iganapolsky.bsky.social
ThumbGate 1.27.13 is live on npm: local-first guardrails for AI coding agents

ThumbGate 1.27.13 is live on npm. It turns agent feedback into local, enforceable guardrails before tool calls run. Install: `npx thumbgate init`. Pro: https://thumbgate.ai/checkout/pro?utm_source=bluesky&utm_medium=socia
June 23, 2026 at 8:52 PM
cherishedteddie.fun
Thumbgate will stay with me for the rest of my years, so really there is no end.
March 30, 2026 at 11:04 PM
iganapolsky.bsky.social
Startup agent deleted our entire prod DB last month. One 👎 in ThumbGate 1.19.0 → permanent local gate blocks the pattern forever. New case-studies page + TTL on rules. Free tier actually usable now.
npx thumbgate init
github.com/IgorGanapols...
#AIagents #StartupLife
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 18, 2026 at 3:00 PM
iganapolsky.bsky.social
Your AI agent keeps making the same expensive mistake? 😤 One thumbs-down in ThumbGate = permanent Pre-Action Gate. Blocks it before the tool call. Self-improving, local-first governance.
npx thumbgate init → done.
Stop repeating history. thumbgate.ai
#ThumbGate #AIAgents #DevTools #ClaudeCode
ThumbGate — Stop paying for the same AI mistake twice
Frontier LLMs are expensive, opaque, and unreliable in production. ThumbGate gates risky agent actions before they run: workflow shape, inspection evidence, token budget, and repeated-failure memory i...
thumbgate.ai
May 7, 2026 at 2:40 PM
iganapolsky.bsky.social
ThumbGate is now listed on Hugging Face Spaces.

Infrastructure firewall for AI coding agents — PreToolUse gates from real feedback.

huggingface.co/spaces/IgorG...
thumbgate.app?utm_source=b...
thumbgate.ai/diagnostic?u...
ThumbGate - a Hugging Face Space by IgorGanapolsky
Infrastructure firewall for AI coding agents
huggingface.co
August 5, 2026 at 6:42 PM
iganapolsky.bsky.social
Building ThumbGate: open-source pre-action gates for AI coding agents. PreToolUse hooks block destructive actions before execution.

Looking for AI tools / indie hackers starter packs to join 👋

github.com/IgorGanapolsky/ThumbGate
April 13, 2026 at 8:12 PM
kirstenp.bsky.social
4) accidentally took the bad bit of nail off following Thumbgate last week so that’s sore again
5) follow-up scan appointment for surprise endometriosis diagnosis (fun to say, less fun to have) sprung on me for… tomorrow evening. I am: TIRED
October 22, 2025 at 6:33 PM
iganapolsky.bsky.social
ThumbGate uses Thompson Sampling to self-tune which AI agent patterns become hard gates. High-signal feedback rises fast. Low-signal fades. No retraining loop needed. https://github.com/IgorGanapolsky/ThumbGate?utm_source=bluesky&utm_medium=social&utm_campaign=organic #AIAgents
GitHub - IgorGanapolsky/ThumbGate: CLI-first agent governance for AI coding workflows: pre-action gates, shared lessons, and team safeguards that stop repeated agent mistakes.
CLI-first agent governance for AI coding workflows: pre-action gates, shared lessons, and team safeguards that stop repeated agent mistakes. - IgorGanapolsky/ThumbGate
github.com
April 11, 2026 at 5:12 PM
iganapolsky.bsky.social
Claude Code agent tried the same risky DROP on prod again. One 👎 + npx thumbgate init and v1.18.0 now promotes a real Pre-Action Gate that blocks it before execution. Local, zero cloud. Stops the token waste and production scares.
github.com/IgorGanapols...
#ClaudeCode #AIagents #DevTools
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 13, 2026 at 3:13 PM
iganapolsky.bsky.social
Agent was told “no production changes this sprint.” Tried a migration anyway — second time.
v1.21.0 (May 19): one 👎 → permanent local Pre-Action Gate blocks it before execution. Now supports xAI Grok Build CLI natively.
npx thumbgate init
github.com/IgorGanapols... #AIAgents #DevOps
GitHub - IgorGanapolsky/ThumbGate: Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change.
Agent governance for ThumbGate: 👍/👎 become Pre-Action Checks that block repeat mistakes before code, money, or customer systems change. - IgorGanapolsky/ThumbGate
github.com
May 20, 2026 at 4:37 PM
iganapolsky.bsky.social
Agent just re-ran the failing migration that broke staging two days ago. Classic.
ThumbGate turns one thumbs-down into a permanent Pre-Action Gate — blocks it before execution, local only.
npx thumbgate init
thumbgate.ai
What prod mistake would you gate first? #AIAgents #DevOps #AgentGovernance
ThumbGate — Stop paying for the same AI mistake twice
Frontier LLMs are expensive, opaque, and unreliable in production. ThumbGate gates risky agent actions before they run: workflow shape, inspection evidence, token budget, and repeated-failure memory i...
thumbgate.ai
May 23, 2026 at 3:55 PM
iganapolsky.bsky.social
AI agents still charging you twice for the same mistake every session?
ThumbGate 1.16.8: thumbs-down = deny-by-default Pre-Action Gate. Meta-agent self-improvement loop, natural-language harness, SSE live ROI dashboard. Local-first, MIT open source.
#ThumbGate #AIAgents #LocalFirst #AgentGovernance
Aiventyx — The Infrastructure Layer for AI Tools
Hosting, billing, compliance, and distribution for AI tool creators and businesses.
aiventyx.com
April 30, 2026 at 1:39 AM
iganapolsky.bsky.social
AI agents touch shell, files, browsers, and deploys. Prompts aren't an execution firewall. ThumbGate adds pre-action gates + feedback→prevention rules at tool-call time.

Get the $499 reliability diagnostic:
thumbgate.ai/diagnostic?u...
ThumbGate Enterprise Workflow Gate — $499
Send one repeated AI-agent workflow failure. Get one configured gate, a regression test, and rollout and rollback proof.
thumbgate.ai
July 26, 2026 at 5:11 PM
iganapolsky.bsky.social
Agent governance without a runtime hard stop is theater.

ThumbGate: pre-action gates for local AI coding agents (hooks/MCP) so known-bad calls die before they thrash your Mac.

thumbgate.app?utm_source=b...
$499: thumbgate.ai/diagnostic?u...
Pro: thumbgate.ai/checkout/pro...
ThumbGate — Hermes dashboard & continuity
Remote control Hermes from any browser. Continuity keeps eligible work on a VPS when your Mac is offline.
thumbgate.app
July 30, 2026 at 8:14 PM
iganapolsky.bsky.social
Building passive income on a Mac Mini in 2026: 1. Build niche skills with #OpenClaw. 2. Harden them with ThumbGate. 3. List on ClawHub. Just dropped a bundle for QSR owners. Automation that actually works. 🦞🚀 #MacMini #Solopreneur #AI
May 9, 2026 at 4:31 PM
iganapolsky.bsky.social
CData measured Claude Code on enterprise MCP: 1/8 reliability dimensions without help. Silent wrong data beats loud errors.

Pre-action governance layer: thumbgate.app?utm_source=b...

Research (not affiliated): www.cdata.com/lp/claude-mc...

#MCP #AIAgents
ThumbGate — Autonomous Cloud AI Agents & LLM-as-a-Judge Guardrails
Autonomous cloud agent workspace running 24/7 on serverless Cloud Continuity sandboxes. Guarded by real-time LLM-as-a-Judge safety gates.
thumbgate.app
August 17, 2026 at 8:24 PM
iganapolsky.bsky.social
My guardrail denied a Python docstring as an attempted transaction.

The rule was `action AND object`. Several tokens sat in BOTH lists, so one word satisfied both halves by itself.

An AND that one token can satisfy is an OR in a costume.

github.com/IgorGanapolsky/ThumbGate
GitHub - IgorGanapolsky/ThumbGate: ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode.
ThumbGate Pre-Action Checks self-improve from ranked lessons and repeated failures, hard-block detected secret leaks, and block matches in strict mode. - IgorGanapolsky/ThumbGate
github.com
August 5, 2026 at 1:22 PM
iganapolsky.bsky.social
84% of devs use AI coding tools; only ~33% trust it. The agent is amnesiac — every session it re-learns your repo and repeats corrected mistakes. ThumbGate gives your repo a context brain: a versioned .thumbgate/BRAIN.md the agent reads before it acts. github.com/IgorGanapolsky/ThumbGate
June 10, 2026 at 3:40 PM
iganapolsky.bsky.social
ThumbGate: turn thumbs-down reactions into enforced pre-action gates for AI coding agents. Works with Claude Code, Cursor, Codex, Gemini, Amp.

npx thumbgate init
https://github.com/IgorGanapolsky/ThumbGate
GitHub - IgorGanapolsky/ThumbGate: CLI-first agent governance for AI coding workflows: pre-action gates, shared lessons, and team safeguards that stop repeated agent mistakes.
CLI-first agent governance for AI coding workflows: pre-action gates, shared lessons, and team safeguards that stop repeated agent mistakes. - IgorGanapolsky/ThumbGate
github.com
April 12, 2026 at 9:55 PM
iganapolsky.bsky.social
Marketing agents can publish, pause, and promote from live data. The tool call - not the demo - is now the risk surface. ThumbGate adds pre-action gates, idempotency, escalation, and traces. thumbgate-production.up.railway.app/go/pro?utm_s...
Confirm - ThumbGate Pro
thumbgate-production.up.railway.app
July 27, 2026 at 11:51 PM