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jackymenCZ (jackymenCZ)

Agent ecosystem https://www.npmjs.com/package/sentinel-ir-mcp

Joined Joined on  Personal website https://www.npmjs.com/package/sentinel-ir/v/0.1.2 github website
Discuss+ From One-Off AI Tasks to Long-Term Partners: Can an Agent Earn Its Place?
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Discuss+ From One-Off AI Tasks to Long-Term Partners: Can an Agent Earn Its Place?

#discuss #ai #agents #architecture
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19 min read

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

#ai #agents #openai #webdev
2
Comments
9 min read
MCP Shouldn't Require a Desktop: Designing a One-Tap Mobile MCP App
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MCP Shouldn't Require a Desktop: Designing a One-Tap Mobile MCP App

#ai #mcp #opensource #webdev
1
Comments
16 min read
Discuss+ Three AI Investigators, One Codebase: The Hidden Problem Behind AI Agents
jackymencz profile

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

#discuss #ai #agents #architecture
1
Comments
12 min read
Discuss + Don't Trust the Voice AI Check the Evidence .
jackymencz profile

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

#discuss #ai #agents #architecture
2
Comments
7 min read
Discuss+ An AI Agent Deleted the Wrong Files. Who Was Supposed to Stop It?
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Discuss+ An AI Agent Deleted the Wrong Files. Who Was Supposed to Stop It?

#discuss #ai #agents #opensource
Comments
14 min read
AI doesn't understand context. One blind command can wipe out your work—unless Sentinel blocks it.
jackymencz profile

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

#discuss #ai #agents #architecture
Comments
16 min read
AI misunderstood a simple instruction, then contradicted itself. What happens when an AI agent turns misinterpretation into action?
jackymencz profile

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

#discuss #ai #agents #openai
1
Comments
15 min read
sentinel-ir-mcp 0.2.3 setup: Windows desktop-app compatibility report (no login)
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sentinel-ir-mcp 0.2.3 setup: Windows desktop-app compatibility report (no login)

#ai #agents #pc #linux
1
Comments
25 min read
Sentinel-IR-MCP 0.2.2: Less Config Archaeology, More Useful Context
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Sentinel-IR-MCP 0.2.2: Less Config Archaeology, More Useful Context

#ai #agents #typescript #javascript
2
Comments 2
18 min read
A Map, Not a Megadump: Sentinel-IR-MCP 0.2.0 Adds TypeScript, 0.2.1 Makes Missing Analysis Visible
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A Map, Not a Megadump: Sentinel-IR-MCP 0.2.0 Adds TypeScript, 0.2.1 Makes Missing Analysis Visible

#ai #agents #opensource #typescript
1
Comments 2
18 min read
Discuss+ Multiple AI Agents, One Codebase: Does Every Agent Need to Rediscover It? Sentinel-IR
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Discuss+ Multiple AI Agents, One Codebase: Does Every Agent Need to Rediscover It? Sentinel-IR

#discuss #ai #agents #opensource
1
Comments
4 min read
Sentinel-IR-MCP: Give Your AI Agent a Map, Not the Whole Codebase
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Sentinel-IR-MCP: Give Your AI Agent a Map, Not the Whole Codebase

#ai #agents #opensource #javascript
3
Comments
16 min read
Sentinel-IR 0.1.3 Is Live: Better AST Alias Detection. #Termux #mobile #android Agents
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Sentinel-IR 0.1.3 Is Live: Better AST Alias Detection. #Termux #mobile #android Agents

#ai #agents #opensource #javascript
2
Comments
25 min read
🍽️ Stop Feeding Raw Code to AI Agents. Give Them a Menu Instead. Sentinel-IR
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🍽️ Stop Feeding Raw Code to AI Agents. Give Them a Menu Instead. Sentinel-IR

#agents #opensource #ai #javascript
3
Comments
2 min read
Sentinel-IR 0.1.2：在 Android Termux 上安装、分析 JavaScript 并验证 AST 检测结果
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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
2
Comments
8 min read
Sentinel-IR 0.1.2 Is Live: Better AST Detection, With Tests You Can Run on Android Termux
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Sentinel-IR 0.1.2 Is Live: Better AST Detection, With Tests You Can Run on Android Termux

#ai #agents #javascript #opensource
2
Comments
16 min read
Sentinel-IR on Android: Install It in Termux Mobile and Verify the Output, Step by Step
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Sentinel-IR on Android: Install It in Termux Mobile and Verify the Output, Step by Step

#agents #architecture #termux #javascript
3
Comments
19 min read
Sentinel-IR 0.1.1 Is on npm: Give AI Agents Structural Facts, Not the Entire Codebase
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Sentinel-IR 0.1.1 Is on npm: Give AI Agents Structural Facts, Not the Entire Codebase

#ai #agents #architecture #javascript
2
Comments
16 min read
Your chatbot forgot my peanut allergy: meet sentinel-memory
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Your chatbot forgot my peanut allergy: meet sentinel-memory

#ai #javascript #opensource #architecture
2
Comments
13 min read
Don't feed the whole file to the AI: meet Sentinel-IR
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Don't feed the whole file to the AI: meet Sentinel-IR

#ai #javascript #opensource #architecture
3
Comments
13 min read
Discuss+ One Article, Three Depths: What If We Found a Common Language for the Internet?
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Discuss+ One Article, Three Depths: What If We Found a Common Language for the Internet?

#discuss #ai #architecture #agents
2
Comments
10 min read
Discuss+ The Third Layer: What Happens When AI Starts Creating New Kinds of AI Systems?
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Discuss+ The Third Layer: What Happens When AI Starts Creating New Kinds of AI Systems?

#discuss #ai #devops #architecture
2
Comments 9
40 min read
13,786 Requests in One Day: How We Taught Our AI Agent to Stop Going in Circles. Sentinel
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13,786 Requests in One Day: How We Taught Our AI Agent to Stop Going in Circles. Sentinel

#ai #agents #devops #architecture
3
Comments
52 min read
Discuss+ The Hardest Thing an AI Agent Has to Learn Is When to Stop
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Discuss+ The Hardest Thing an AI Agent Has to Learn Is When to Stop

#discuss #ai #agents #softwaredevelopment
3
Comments
28 min read
How AutoDoc-Sentinel builds an autonomous agent: a constitution, a denial hierarchy, and an LLM as the last resort
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How AutoDoc-Sentinel builds an autonomous agent: a constitution, a denial hierarchy, and an LLM as the last resort

#ai #agents #architecture #javascript
2
Comments
7 min read
Security Regression Gate Sentinel — block the rise, not the presence
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Security Regression Gate Sentinel — block the rise, not the presence

#ai #agents #security #javascript
2
Comments
26 min read
Injection Gate Sentinel— foreign text is data, never instructions
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Injection Gate Sentinel— foreign text is data, never instructions

#ai #agents #security #javascript
3
Comments
20 min read
Novelty Gate Sentinel— confidence is not novelty.
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Novelty Gate Sentinel— confidence is not novelty.

#ai #agents #javascript #architecture
Comments
20 min read
Your Agent Says "I Did Nothing." Does It Know Why? — Observation Mode in Sentinel
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Your Agent Says "I Did Nothing." Does It Know Why? — Observation Mode in Sentinel

#ai #agents #architecture #mode
Comments
9 min read
Your AI Agent Followed the Rules. That's the Problem.
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Your AI Agent Followed the Rules. That's the Problem.

#ai #agents #security #devops
1
Comments
13 min read
Your AI Agent Didn't Break the Rules. One of Your Rules Was Missing.
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Your AI Agent Didn't Break the Rules. One of Your Rules Was Missing.

#opensource #ai #security #devops
1
Comments 1
6 min read
We Built Our AI Agent a Seven-Layer Brain — Here's What Each Layer Remembers. MEMORY Sentinel
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We Built Our AI Agent a Seven-Layer Brain — Here's What Each Layer Remembers. MEMORY Sentinel

#ai #agents #architecture #memory
1
Comments
6 min read
We Gave Our AI Agent a Memory That Forgets — On Purpose. Memory Sentinel
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We Gave Our AI Agent a Memory That Forgets — On Purpose. Memory Sentinel

#ai #agents #architecture #memory
Comments
5 min read
Discuss+ Why 1 Million Autonomous Agents Will Break the Internet (And How Sentinel-IR Fixes It) published: true
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Discuss+ Why 1 Million Autonomous Agents Will Break the Internet (And How Sentinel-IR Fixes It) published: true

#discuss #ai #security #architecture
1
Comments
7 min read
Sentinel benchmark-live.json #GPT6 ASTRA
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Sentinel benchmark-live.json #GPT6 ASTRA

#ai #chatgpt #agents #security
Comments
30 min read
You Don’t Have to Trust Your AI Agent With Everything What Sentinel MR Report 0.2.0 shows about building agents differently
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You Don’t Have to Trust Your AI Agent With Everything What Sentinel MR Report 0.2.0 shows about building agents differently

#gitlab #security #javascript #devops
Comments
18 min read
Sentinel-IR: Non-Technical Guide to Saving Millions on AI Agent Operations
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Sentinel-IR: Non-Technical Guide to Saving Millions on AI Agent Operations

#ai #agents #architecture #devops
Comments
6 min read
AutoDoc-Sentinel: Building a Deterministic "Zero-Trust" Guardrail for Autonomous AI Agents
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AutoDoc-Sentinel: Building a Deterministic "Zero-Trust" Guardrail for Autonomous AI Agents

#ai #security #devops #architecture
3
Comments
6 min read
Agentix Lite v0.6: Building a Small Linux Security Sentinel That Knows When to Shut Up
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Agentix Lite v0.6: Building a Small Linux Security Sentinel That Knows When to Shut Up

#python #serverless #security #architecture
1
Comments
11 min read
Agentix Lite Sentinel v0.2.2: I Built a Tiny Linux Security Guard, Then Tried to Break It
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Agentix Lite Sentinel v0.2.2: I Built a Tiny Linux Security Guard, Then Tried to Break It

#ai #python #security #architecture
1
Comments
10 min read
Agentix honeypot Lite
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Agentix honeypot Lite

#security #python #devops #architecture
1
Comments
9 min read
Sentinel MR Report: See What Changed Before You Ask AI to Review It
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Sentinel MR Report: See What Changed Before You Ask AI to Review It

#ai #gitlab #devops #opensource
2
Comments 2
6 min read
Your Agent Says the Job Is Done. Who Verified It?
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Your Agent Says the Job Is Done. Who Verified It?

#ai #agents #security
Comments 1
10 min read
Sentinel-IR: Stop Making Your Agents Read Human Code. Give Them a Fact Layer
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Sentinel-IR: Stop Making Your Agents Read Human Code. Give Them a Fact Layer

#ai #agents #devops #javascript
Comments
7 min read
How We Stopped Agentic Scope Escapes: Red-Teaming Our AI Coding Agent
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How We Stopped Agentic Scope Escapes: Red-Teaming Our AI Coding Agent

#ai #agents #devops #security
Comments
10 min read
Agent Injection Corpus: instruction/data channel confusion across programming languages. #Astra #Devin
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Agent Injection Corpus: instruction/data channel confusion across programming languages. #Astra #Devin

#ai #devops #openai #security
2
Comments 5
2 min read
Checkpoint V4: Moving AI Agent security from "probabilistic guessing" to local deterministic control
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Checkpoint V4: Moving AI Agent security from "probabilistic guessing" to local deterministic control

#agents #ai #cybersecurity #security
Comments
8 min read
Sentinel V5: Security Boundaries in Agentic Systems
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Sentinel V5: Security Boundaries in Agentic Systems

#agents #ai #architecture #security
Comments
5 min read
Repository Agent-Security Gap Study — v2h baseline
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Repository Agent-Security Gap Study — v2h baseline

#ai #agents #javascript #security
Comments 3
6 min read
Repository Agent-Security Gap Study — v2
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Repository Agent-Security Gap Study — v2

#javascript #ai #security #devops
1
Comments
8 min read
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