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Six AI Agents. No Single Winner.

Six AI Agents. No Single Winner.

Everyone publishes AI agent comparisons built from spec sheets and launch announcements. This one is different. I run six of these in daily production. One of them runs my personal operations. My dev ...

techself-hostingopenclawai-agentsreview

Tun Win·Oct 15, 2026

October Shipped 1,413 CVEs, Not One. Triage It in Five Moves.

October Shipped 1,413 CVEs, Not One. Triage It in Five Moves.

Three days ago I wrote that October had shipped exactly one CVE. The quiet month was supposed to be the dangerous one, and the takeaway was to watch it. The quiet month lasted one day. On October 13, ...

securitywindowstechsysadminvulnerabilitypatchingtutorialwindows-server

Tun Win·Oct 15, 2026

I Asked Why It Fell Back. The Status Code Was 401.

I asked a simple question: why is it falling back? The home agent was supposed to answer on the Qwen default I had already configured. It didn't. A fallback answered instead. My first guess was the us...

techhomelabopenclawqwenauthentication

Tun Win·Oct 14, 2026

Almost Out of Memory Didn't Mean the RAM Was Gone

Almost Out of Memory Didn't Mean the RAM Was Gone

The warning said almost out of memory. I looked at RAM, because that is what that sentence usually means. RAM still had gigabytes free. That mismatch is the whole post. The warning was real. It was no...

linuxtechhomelabmemoryswap

Tun Win·Oct 13, 2026

Windows Update Certificates Expire in 2027. Your Stale Machines Go Dark First.

Windows Update Certificates Expire in 2027. Your Stale Machines Go Dark First.

Microsoft put a date on something most of us never think about. On October 8, the Windows IT Pro Blog announced that the certificates Windows Update uses to prove your PC is talking to the real Micros...

securitywindowssysadminpatchingcertificateswindows-update

Tun Win·Oct 13, 2026

Flowise Is Archived. Its Six September Advisories Will Never Get a Fix.

Flowise Is Archived. Its Six September Advisories Will Never Get a Fix.

On August 13, the FlowiseAI/Flowise repository was archived on GitHub and set read-only. Over 55,000 stars, more than 3,600 commits, done. The README now points to a "Future of Flowise" discussion thr...

securitytechself-hostinghomelabopen-sourceai-agentsvulnerability

Tun Win·Oct 13, 2026

September Shipped 1,169 CVEs. October Shipped 1. The Quiet Month Is the Dangerous One.

September Shipped 1,169 CVEs. October Shipped 1. The Quiet Month Is the Dangerous One.

Tomorrow, October 13, is Patch Tuesday. As of today, October's entire patch haul stands at four updates fixing exactly one CVE. September shipped sixty updates and, depending on which tracker you trus...

securitytechoperationspatchingemail-securitywindows-server

Tun Win·Oct 12, 2026

Before November 2, Treat `pull_request_target` as a Permission Boundary, Not Just a CI Trigger

Before November 2, Treat `pull_request_target` as a Permission Boundary, Not Just a CI Trigger

GitHub Actions workflows can look deceptively ordinary. A workflow starts when someone opens a pull request. It runs tests. It leaves a comment. It adds a label. Nothing about that sentence sounds lik...

techgithub-actionsworkflow-securitypublic-repositories

Tun Win·Oct 12, 2026

The R2 Reached Metrotown. Treat It as a New Corridor, Not a Guaranteed Faster Trip.

The R2 Reached Metrotown. Treat It as a New Corridor, Not a Guaranteed Faster Trip.

The R2 now reaches Metrotown from Phibbs Exchange, via Hastings Street and Willingdon Avenue. That is a meaningful new link across the North Shore, Vancouver and Burnaby — and a reason to pause before...

lifemetro-vancouvertransittranslinkrapidbustrip-planning

Tun Win·Oct 12, 2026

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