How We Built an AI Agent Harness That Actually Does SecurityA couple of months ago I was watching one of our sessions run autonomously for over an hour. The AI had spawned a recon specialist, which…Feb 13Feb 13
The “AI Can’t Replace Pentesters” Take is Outdated. Here’s What’s Actually Happening.I keep seeing the same take recycled across LinkedIn and security Twitter: “AI is not ready to replace pentesters.” And every time, the…Feb 8Feb 8
Context Management — a practical guide for agentic AILong chats bloat, tool calls pile up, prompts get heavy. Quality drops, latency climbs, costs spike.Oct 26, 2025A response icon3Oct 26, 2025A response icon3
I love AI, it helps me with my ADHDI haven’t been officially diagnosed, I’ll probably do that at some point. But the signs line up for me. Here is the proof, I reply to Slack…Oct 24, 2025Oct 24, 2025
Entrepreneurship is such a beautiful thingI have been debating with myself about what I would have ended up doing if not a start-up, and surprisingly I don’t have an answer to it. I…Oct 23, 2025Oct 23, 2025
Building a secure code review agentSo after my last adventure with automated web pentesting (which is still burning through my OpenAI credits BTW), I started thinking — why…Aug 16, 2025Aug 16, 2025
A 30B Model That Thinks Like o1 runs on 3080 GPUsA week ago I was scrolling through HuggingFace when I saw Alibaba dropped something called Qwen3–30B-A3B. Everyone was losing their minds…Aug 10, 2025A response icon4Aug 10, 2025A response icon4
I found an XSS using agentic AI ._.A couple of weeks ago I was just looking at my Twitter feed where Xbow was creating some news around being #1 at bug bounty platforms and…Jul 29, 2025A response icon1Jul 29, 2025A response icon1
Vibe coding with Claude Code + Groq + Kimi K2Recently, I started using Claude Code with Groq’s Kimi K2-Instruct model, and honestly, the combo feels too good to be true (open source…Jul 16, 2025A response icon4Jul 16, 2025A response icon4
