Making AIgregator readable by agents (and why it's two static files)
AIgregator now ships llms.txt and a per-story JSON Feed so agents can build custom AI news briefs. Why static files beat an MCP server here, and how we licensed it.
Writing
38 posts on identity, security, and AI infrastructure.
2026
Agentic graphs, facts, fiction and auditing the claim
A viral post said 90% of Anthropic engineers moved to agentic graphs and stopped prompting. The number has no source and the video was a Claude Code demo. The architecture underneath is still worth learning.
A $4k box, an open-source video model, and one stubborn easter egg
Running Wan 2.2 image-to-video on a DGX Spark to make a hidden scene breathe: the undocumented Blackwell setup traps and the trick behind it.
First hours with Fable 5
Claude Fable 5 is the most capable model Anthropic has shipped. It also blocks legit security work and drops the zero-retention floor businesses chose it for.
Pack your SSID
A pocket travel router with an IPsec tunnel back to a network I control, broadcasting a trusted SSID that follows me into every hotel and airport.
First hours with Opus 4.8
Claude Opus 4.8 is a sharpening, not a leap. Clear gains, more honesty, hundreds of parallel subagents, and what it all means for security teams.
Opus 4.7 First Hours
A hands-on first-hours review of Claude Opus 4.7. What moved, what broke, the token-cost gotchas, and why Anthropic is still holding Mythos back.
We Keep Making AI Wear an Org Chart
A sharp take on why today’s AI agents feel wrong, and what a quieter, more persistent AI-native future could actually look like.
Learning Fine-Tuning on Nvidia DGX Spark - Part 2
Troubleshoot Nvidia DGX Spark setup issues and improve your AI Workbench custom container with these step-by-step solutions for a usable environment
Learning Fine-Tuning on Nvidia DGX Spark - Part 1
Learn to set up NVIDIA AI Workbench on DGX Spark for fine-tuning modern AI models with a CUDA-enabled PyTorch environment
2025
My Simple Setup for Sanity in Python Development on Windows
Managing multiple Python versions on Windows with pyenv-win and PowerShell, and the small setup that keeps my dev environment from fighting me.
Embed Copilot Studio in Salesforce with Entra ID SSO
Embedding a Microsoft Copilot Studio agent in Salesforce Lightning (LWC) with Entra ID single sign-on, MSAL auth, and a token flow that survives Locker.
When "Ethical AI" cites ghosts
Report shows fake sources in ethical AI study; highlights AI hallucinations and the need to verify AI-generated content
Bite-sized Microsoft Entra ID Feature Configuration Videos
Explore quick Microsoft Entra ID feature setup videos. Learn to deploy Internet Access, Token Protection, and more with step-by-step guides
Admin Guide: Controlling Copilot in Viva Engage
Learn how to manage access policies for Copilot in Microsoft Viva Engage with this comprehensive admin guide and mini PowerShell module
Wipe the line, raise the score
Enhance security with Microsoft Secure Score: a prioritized checklist for continuous improvements in identity, devices, apps, and data
Recipe: Designing Identity for Agentic AI
Learn best practices for secure identity management in agentic AI systems, ensuring accountability and zero trust in dynamic, scalable environments
How breaking in made me a better defender
Learn how offensive security techniques can enhance your defensive skills by shifting your perspective and understanding attacker strategies
MFA Beyond Push Notifications
Explore MFA beyond push notifications to enhance security with phishing-resistant methods like FIDO2, Passkeys, and compliant device strategies
Making IT simpler
Discover a tool to simplify Microsoft 365 onboarding and configuration for IT admins and business owners. Watch the video to learn more
Introducing Leave A Gripe
LeaveA.Gripe offers a limitless board for anonymous, unmoderated, text-only messages with no tracking or engagement metrics
Disconnected Environments Revisited
In 2025, proxies remain essential for Microsoft Defender for Endpoint in restricted networks. Learn about MDE and proxies in 2025.
Defender for Endpoint & "The Internet"
Explore the nuances of Defender for Endpoint's connectivity needs, encryption history, and the evolution of modern security protocols
Run vLLM in Docker: Self-Hosted LLM with a Chat UI
Deploy a self-hosted LLM with vLLM and ChatUI in Docker Compose, including NVIDIA GPU passthrough, so inference runs entirely on your own hardware.
Making IT Simpler
Discover how Setup Expert simplifies Microsoft 365 onboarding for IT admins with a quick 2-minute video. Perfect for streamlining your setup process
2024
How a User Surge Broke Fabrikam's 'All Company' Group
Learn how a user influx overwhelmed Fabrikam's "All Company" group and the solution applied to handle cross-tenant sync effectively
Avoid These 10 Cybersecurity Blunders
Essential tips to avoid cybersecurity mistakes and protect your business from cyber threats. Enhance your security with these practical steps.
Cybersecurity Training Programs: Empower Your Employees
Cybersecurity training for SMBs is vital. Explore some tools to enhance security awareness and protect sensitive info
How Small and Medium Businesses Can Boost Cybersecurity
Boost SMB cybersecurity with MFA, Microsoft Defender, Microsoft 365, Entra ID, reverse proxies, and SOC providers. Protect without breaking the bank
Microsoft Authenticator on Windows? No thank you.
Use Windows Hello for Business for secure, compliant authentication instead of Microsoft Authenticator on Windows devices
Windows 11 ARM64 on Apple Silicon with VMware Fusion
Run Windows 11 ARM64 on an Apple Silicon Mac with VMware Fusion: converting the VHDX to VMDK with QEMU via Homebrew, then installing VMware Tools.
MS-900 Training Series with Instructor-led Sessions available on demand
MS-900 Training: Boost Microsoft 365 skills, master Teams & Viva, enhance security, simplify compliance, optimize licensing.
CeeBee Talks Tech: Your Personal Podcast AI for IT News on the Go
Meet CeeBee, your IT news podcast AI, providing engaging tech talks for hands-free drives. Stay informed and entertained on-the-go!
2023
Manage Multiple Microsoft 365 Tenants with Edge Profiles
Use Microsoft Edge profiles to keep multiple Microsoft 365 tenant accounts signed in side by side, without constant sign-outs or InPrivate windows.
Automating UPN Suffix Updates in Active Directory
New script to help automate the updating of UPN attributes for Active Directory when migrating to or enabling Microsoft 365/Entra ID.
Unlock a Secure Future
FIDO2 Passkeys are an innovative security solution that offer multiple benefits
Demystifying the Magic of Passkeys!
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Defender for Endpoint Behind a Proxy: Article Roundup
Three articles on Defender for Endpoint in disconnected and proxied networks, including which proxy config wins when WinHTTP and WinINET conflict.