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jackymenCZ (jackymenCZ)

Agent ecosystem Zero-Knowledge Architecture https://sentinel-ir-playground-dc30c8.gitlab.io/ https://www.npmjs.com/package/sentinel-ir-mcp https://glama.ai/mcp/servers/jakcmencz/sentinel-ir-mcp

https://registry.modelcontextprotocol.io/?q=io.github.jakcmencz%2Fsentinel-ir-mcp Joined on Sep 13, 2026 https://sentinel-ir-playground-dc30c8.gitlab.io/

Pronouns

Agent ecosystem. https://sentinel-ir-playground-dc30c8.gitlab.io/. Zero-Knowledge Architecture.

Work

https://glama.ai/mcp/servers/jakcmencz/sentinel-ir-mcp

jackymenCZ (jackymenCZ)

Nov 14

Why Your AI Coding Agent Needs a Doctor’s Filing Cabinet. Sentinel Ir

#ai #mcp #devops #agents

4 min read

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jackymenCZ (jackymenCZ)

Nov 12

Running Claude Code and a Local MCP Server (sentinel-ir-mcp) on Android via Termux

#ai #agents #mcp #claude

6 min read

jackymenCZ (jackymenCZ)

Nov 11

90 Minutes for One Merge Gitlab? Windows Developers Can't Afford to Wait.

#devops #cicd #ai #programming

6 min read

jackymenCZ (jackymenCZ)

Nov 11

How We Slashed Our Windows CI/CD Pipeline from 14 Minutes to Under 3 🚀

#ai #agents #devops #mcp

2 min read

jackymenCZ (jackymenCZ)

Nov 10

Sentinel-IR 0.4.5, sentinel-ir-mcp 0.4.6 for developers: Python, native code, an audit log with SHA-256, and 484 tests

#mcp #javascript #python #security

9 min read

jackymenCZ (jackymenCZ)

Nov 10

What's new in Sentinel-IR 0.4.5, sentinel-ir-mcp 0.4.6

#ai #mcp #opensource #security

3 min read

jackymenCZ (jackymenCZ)

Nov 10

Sentinel-IR in 30 seconds: what's new in 0.4

#ai #opensource #mcp #security

2 min read

jackymenCZ (jackymenCZ)

Nov 6

I tried running Sentinel-IR-MCP 0.4+ on my phone via Termux. It stopped me.

#showdev #ai #mcp #security

2 min read

jackymenCZ (jackymenCZ)

Nov 6

Sentinel-IR-MCP 0.4: a safer, shorter and more polite way for AI agents to look at your code

#ai #agents #security #mcp

9 min read

jackymenCZ (jackymenCZ)

Nov 6

Sentinel-IR 0.4: it now notices native code, reads big files in seconds instead of minutes, and stops trusting variable names. Windows update

#ai #agents #opensource #security

10 min read

jackymenCZ (jackymenCZ)

Nov 3

Discuss+ Your AI Agent Doesn't Need a Bigger Memory. It Needs a Better One.

#discuss #ai #agents #memory

14 min read

jackymenCZ (jackymenCZ)

Nov 2

Agentix Lite Sentinel v0.8.2: Safer Deployment, Better Shadow Visibility, and ARM64 MCP Builds

#python #security #linux #opensource

8 min read

jackymenCZ (jackymenCZ)

Nov 2

Agentix Lite v0.8.1: Can You Audit a Linux Security Prototype from an Android Phone?

#security #linux #python #opensource

10 min read

jackymenCZ (jackymenCZ)

Nov 1

Sentinel-IR Playground Is in Beta: Structural Code Analysis in Your Browser, Even on Your Phone. WASM

#opensource #programming #security #tools

6 min read

jackymenCZ (jackymenCZ)

Nov 1

Two Projects, One Workflow: How Sentinel-IR and Sentinel-IR-MCP Bring Structural Code Intelligence to AI Agents. Windows + MacOs

#agents #ai #mcp #softwaredevelopment

12 min read

jackymenCZ (jackymenCZ)

Nov 1

Sentinel-IR 0.2.1: When "eval" Hides Behind an Alias

#ai #agents #security #opensource

6 min read

jackymenCZ (jackymenCZ)

Nov 1

Agentix Lite: Would Anyone Actually Want a Small, Deterministic Linux Security Guard? beta

#ai #agents #security #python

3 min read

jackymenCZ (jackymenCZ)

Oct 30

Discuss+ What If AI Doesn't Replace Us, But Becomes Our Next Customer? X402

#discuss #ai #agents #webdev

2 min read

jackymenCZ (jackymenCZ)

Oct 30

Discuss+ The New AI Gold Rush: How to Make Money from AI Bots Scanning Your Content

#discuss #ai #agents #webdev

3 min read

jackymenCZ (jackymenCZ)

Oct 30

Discuss+ What If AI Agents Had a Shared Market Feed? Sentinel Market Relay

#discuss #ai #agents #opensource

26 min read

jackymenCZ (jackymenCZ)

Oct 30

The Word "eval" Is Not the Problem. Understanding What It Refers To Is.

#ai #agents #security #javascript

7 min read

jackymenCZ (jackymenCZ)

Oct 28

Discuss+ Anthropic, If AI Companies Promise a Safer Future, Who Holds Them Accountable?

#discuss #ai #agents #claude

2 min read

jackymenCZ (jackymenCZ)

Oct 28

The "No-Login" Paradox: User Deep-links vs. Project Configs. MCP

#discuss #ai #agents #security

2 min read

jackymenCZ (jackymenCZ)

Oct 27

Discuss+ We're Not Building AI to Break Your Security. We're Trying to Find the Broken Door. Sentinel

#discuss #ai #agents #architecture

4 min read

jackymenCZ (jackymenCZ)

Oct 27

Discuss+ Could MCP Become the USB-C of AI?

#discuss #ai #agents #mcp

3 min read

jackymenCZ (jackymenCZ)

Oct 26

Discuss+ Windows or macOS? Where Should We Focus MCP Development?

#discuss #ai #agents #mcp

4 min read

jackymenCZ (jackymenCZ)

Oct 26

Why I Spent a Year Building Sentinel-IR?

#ai #agents #architecture #opensource

2 min read

jackymenCZ (jackymenCZ)

Oct 26

AI Agents Are Cheap Today. Building a Relationship With One May Be the Real Opportunity.

#ai #agents #devops #architecture

25 min read

jackymenCZ (jackymenCZ)

Oct 25

Discuss+ From One-Off AI Tasks to Long-Term Partners: Can an Agent Earn Its Place?

#discuss #ai #agents #architecture

19 min read

jackymenCZ (jackymenCZ)

Oct 25

What If Testing AI Agents Became the Next Internet Side Hustle?

#ai #agents #openai #webdev

10 min read

jackymenCZ (jackymenCZ)

Oct 25

MCP Shouldn't Require a Desktop: Designing a One-Tap Mobile MCP App

#ai #mcp #opensource #webdev

17 min read

jackymenCZ (jackymenCZ)

Oct 24

Discuss+ Three AI Investigators, One Codebase: The Hidden Problem Behind AI Agents

#discuss #ai #agents #architecture

12 min read

jackymenCZ (jackymenCZ)

Oct 24

Discuss + Don't Trust the Voice AI Check the Evidence .

#discuss #ai #agents #architecture

8 min read

jackymenCZ (jackymenCZ)

Oct 23

Discuss+ An AI Agent Deleted the Wrong Files. Who Was Supposed to Stop It?

#discuss #ai #agents #opensource

15 min read

jackymenCZ (jackymenCZ)

Oct 23

AI doesn't understand context. One blind command can wipe out your work—unless Sentinel blocks it.

#discuss #ai #agents #architecture

17 min read

jackymenCZ (jackymenCZ)

Oct 23

AI misunderstood a simple instruction, then contradicted itself. What happens when an AI agent turns misinterpretation into action?

#discuss #ai #agents #openai

16 min read

jackymenCZ (jackymenCZ)

Oct 23

sentinel-ir-mcp 0.2.3 setup: Windows desktop-app compatibility report (no login)

#ai #agents #pc #linux

25 min read

jackymenCZ (jackymenCZ)

Oct 23

Sentinel-IR-MCP 0.2.2: Less Config Archaeology, More Useful Context

#ai #agents #typescript #javascript

18 min read

jackymenCZ (jackymenCZ)

Oct 22

A Map, Not a Megadump: Sentinel-IR-MCP 0.2.0 Adds TypeScript, 0.2.1 Makes Missing Analysis Visible

#ai #agents #opensource #typescript

19 min read

jackymenCZ (jackymenCZ)

Oct 21

Discuss+ Multiple AI Agents, One Codebase: Does Every Agent Need to Rediscover It? Sentinel-IR

#discuss #ai #agents #opensource

4 min read

jackymenCZ (jackymenCZ)

Oct 21

Sentinel-IR-MCP: Give Your AI Agent a Map, Not the Whole Codebase

#ai #agents #opensource #javascript

16 min read

jackymenCZ (jackymenCZ)

Oct 20

Sentinel-IR 0.1.3 Is Live: Better AST Alias Detection. #Termux #mobile #android Agents

#ai #agents #opensource #javascript

25 min read

jackymenCZ (jackymenCZ)

Oct 20

🍽️ Stop Feeding Raw Code to AI Agents. Give Them a Menu Instead. Sentinel-IR

#agents #opensource #ai #javascript

2 min read

jackymenCZ (jackymenCZ)

Oct 19

Sentinel-IR 0.1.2：在 Android Termux 上安装、分析 JavaScript 并验证 AST 检测结果

#ai #agents #architecture #javascript

8 min read

jackymenCZ (jackymenCZ)

Oct 19

Sentinel-IR 0.1.2 Is Live: Better AST Detection, With Tests You Can Run on Android Termux

#ai #agents #javascript #opensource

16 min read

jackymenCZ (jackymenCZ)

Oct 18

Sentinel-IR on Android: Install It in Termux Mobile and Verify the Output, Step by Step

#agents #architecture #termux #javascript

19 min read

jackymenCZ (jackymenCZ)

Oct 18

Sentinel-IR 0.1.1 Is on npm: Give AI Agents Structural Facts, Not the Entire Codebase

#ai #agents #architecture #javascript

17 min read

jackymenCZ (jackymenCZ)

Oct 18

Your chatbot forgot my peanut allergy: meet sentinel-memory

#ai #javascript #opensource #architecture

13 min read

jackymenCZ (jackymenCZ)

Oct 18

Don't feed the whole file to the AI: meet Sentinel-IR

#ai #javascript #opensource #architecture

14 min read

jackymenCZ (jackymenCZ)

Oct 17

Discuss+ One Article, Three Depths: What If We Found a Common Language for the Internet?

#discuss #ai #architecture #agents

11 min read

jackymenCZ (jackymenCZ)

Oct 17

Discuss+ The Third Layer: What Happens When AI Starts Creating New Kinds of AI Systems?

#discuss #ai #devops #architecture

41 min read

jackymenCZ (jackymenCZ)

Oct 17

13,786 Requests in One Day: How We Taught Our AI Agent to Stop Going in Circles. Sentinel

#ai #agents #devops #architecture

53 min read

jackymenCZ (jackymenCZ)

Oct 16

Discuss+ The Hardest Thing an AI Agent Has to Learn Is When to Stop

#discuss #ai #agents #softwaredevelopment

29 min read

jackymenCZ (jackymenCZ)

Oct 15

How AutoDoc-Sentinel builds an autonomous agent: a constitution, a denial hierarchy, and an LLM as the last resort

#ai #agents #architecture #javascript

7 min read

jackymenCZ (jackymenCZ)

Oct 12

Security Regression Gate Sentinel — block the rise, not the presence

#ai #agents #security #javascript

26 min read

jackymenCZ (jackymenCZ)

Oct 12

Injection Gate Sentinel— foreign text is data, never instructions

#ai #agents #security #javascript

21 min read

jackymenCZ (jackymenCZ)

Oct 11

Novelty Gate Sentinel— confidence is not novelty.

#ai #agents #javascript #architecture

20 min read

jackymenCZ (jackymenCZ)

Oct 10

Your Agent Says "I Did Nothing." Does It Know Why? — Observation Mode in Sentinel

#ai #agents #architecture #mode

9 min read

jackymenCZ (jackymenCZ)

Oct 9

Your AI Agent Followed the Rules. That's the Problem.

#ai #agents #security #devops

14 min read

jackymenCZ (jackymenCZ)

Oct 9

Your AI Agent Didn't Break the Rules. One of Your Rules Was Missing.

#opensource #ai #security #devops

7 min read

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