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The Tragedy of the Clean-Handed Auditor
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The Tragedy of the Clean-Handed Auditor

"I could save them if they'd only listen..." Hey, you. Yeah, you: the compliance or governance...

1 month ago Read Article
I Stopped Trusting AI Agents With Tools. So I Built a Gatekeeper.
Dev.to Cybersecurity
I Stopped Trusting AI Agents With Tools. So I Built a Gateke...

github.com/deghosal-2026/agent-tooltrust · pip install agent-tooltrust · field test report · design....

1 month ago Read
AI Access Control for Enterprise AI: Turning Policy Into Runtime Enforcement
Dev.to Cybersecurity
AI Access Control for Enterprise AI: Turning Policy Into Run...

API keys authenticate software. Policy objects decide what that software is allowed to do. The...

1 month ago Read
AI Weekly: GPT-5.6-Cyber, Muse Glimmer, and the Agent Browser
Dev.to Cybersecurity
AI Weekly: GPT-5.6-Cyber, Muse Glimmer, and the Agent Browse...

Week of August 5 to August 12, 2026 This Week at a Glance OpenAI shipped GPT-5.6-Cyber....

1 month ago Read
Installing and Setting Up Pritunl VPN Server on Ubuntu 24.04
Dev.to Cybersecurity
Installing and Setting Up Pritunl VPN Server on Ubuntu 24.04

Pritunl is an open-source VPN solution supporting OpenVPN and WireGuard, with a web console for...

1 month ago Read
I Automated My Entire GitOps Security Stack. The First Thing It Blocked Was My Own Salary.
Dev.to Cybersecurity
I Automated My Entire GitOps Security Stack. The First Thing...

I Automated My Entire GitOps Security Stack. The First Thing It Blocked Was My Own...

1 month ago Read
OpenAI Says Verified Defenders Get More Access. I'm Going to Test That.
Dev.to Cybersecurity
OpenAI Says Verified Defenders Get More Access. I'm Going to...

My security work hit restrictions across two providers. Then I found defender over-refusal was...

1 month ago Read
How Dopamine Works: The Architecture of a Modern iOS Jailbreak
Dev.to Cybersecurity
How Dopamine Works: The Architecture of a Modern iOS Jailbre...

Most developers will never jailbreak a phone. That is fine. This article is not a how-to, and there....

1 month ago Read
I Showed My CISO Kiro Crew: Here's the Security Model That Got It Approved
Dev.to Cybersecurity
I Showed My CISO Kiro Crew: Here's the Security Model That G...

5-min demo: AI agent investigates a P1, gets BLOCKED on dangerous commands, then fixes it with human...

1 month ago Read
Back to Basics: What a Forensic Investigation Can Prove — and What It Can’t
Dev.to Cybersecurity
Back to Basics: What a Forensic Investigation Can Prove — an...

This post is going back to the basics in forensic investigations. Not because the basics are...

1 month ago Read
I Gave My Agent One Signed Permission It Couldn’t Mint Itself
Dev.to Cybersecurity
I Gave My Agent One Signed Permission It Couldn’t Mint Itsel...

Evidence status. The supervised operator run completed on 2026-08-09. An operator-signed job...

1 month ago Read
From Threat Model to Framework: Closing the Real Gaps in Agent Skill Security
Dev.to Cybersecurity
From Threat Model to Framework: Closing the Real Gaps in Age...

A couple of weeks ago I wrote about the risk hiding inside AI Agent Skills, the small instruction...

1 month ago Read
GitHub Trending

AnubisLMS/Anubis: Distributed LMS for automating Computing Scienc...

⭐ 381 stars • Python • Distributed LMS for automating...

unslothai/unsloth: Local UI to run and train LLMs and diffusion m...

⭐ 76211 stars • Python • Local UI to run and train LLM...

oracle/python-oracledb: Python driver for Oracle Database conform...

⭐ 451 stars • Python • Python driver for Oracle Databa...

AkshitIreddy/cupcake-chat: A Windows AI workspace with local and...

⭐ 126 stars • Python • A Windows AI workspace with loc...

mix1009/model-keyword: Automatic1111 WEBUI extension to autofill...

⭐ 269 stars • Python • Automatic1111 WEBUI extension t...

facebookresearch/spdl: Scalable and Performant Data Loading

⭐ 397 stars • Python • Scalable and Performant Data Lo...

emersonfelipesp/netbox-proxbox: Netbox Plugin for integration bet...

⭐ 593 stars • Python • Netbox Plugin for integration b...

MozillaFoundation/foundation.mozilla.org: Mozilla Foundation webs...

⭐ 394 stars • Python • Mozilla Foundation website

ibehren1/fw-gui: GUI for the management of VyOS firewall configur...

⭐ 116 stars • Python • GUI for the management of VyOS...

netbox-community/netbox: The premier source of truth powering net...

⭐ 21533 stars • Python • The premier source of truth p...

mozilla-releng/balrog: Mozilla's Update Server

⭐ 106 stars • Python • Mozilla's Update Server

apify/awesome-skills: Community collection of Apify agent skills...

⭐ 252 stars • Python • Community collection of Apify a...

DataDog/dd-trace-py: Datadog Python APM Client

⭐ 650 stars • Python • Datadog Python APM Client

opengisch/QFieldCloud: QFieldCloud allows seamless synchronizatio...

⭐ 236 stars • Python • QFieldCloud allows seamless syn...

wkentaro/labelme: Image annotation with Python. Supports polygon,...

⭐ 16169 stars • Python • Image annotation with Python....

physiclaw/PhysiClaw: The AI agent that interacts with you in the...

⭐ 371 stars • Python • The AI agent that interacts wit...

lxfight/astrbot_plugin_mnemosyne: 一个AstrBot插件,实现基于RAG技...

⭐ 253 stars • Python • 一个AstrBot插件,实现基于RAG技...

FlashML-org/FreeToken: FreeToken brings datacenter-scale model se...

⭐ 12824 stars • Python • FreeToken brings datacenter-s...

makerspet/oomwoo: Open-source vacuum robot cleaner

⭐ 10798 stars • Python • Open-source vacuum robot clea...

geigerzaehler/beets-alternatives: Beets plugin to manage external...

⭐ 139 stars • Python • Beets plugin to manage external...
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