·6 min read
Rethinking Risk in the Age of AI
What I've learned building fraud detection systems with AI after years of rules-based approaches: where ML actually helps, where it doesn't, and what deploying a model in production taught me.
Technical Writings
Stories, tutorials, and deep dives spanning across diverse worlds.
Top Topics
10 results
·7 min read
VPN vs Proxy: Differences, Fingerprinting, Leaks, and Privacy Testing
I spent months testing VPNs and proxies on Linux, finding IPv6 leaks in my own setup, breaking my browser fingerprint with too many extensions, and learning what actually works for privacy. Here's what I wish someone told me from the start.
·5 min read
Fixing 2–3 Minute Login Delay on Ubuntu with NVIDIA (Xorg + nvidia-drm Issue)
After a kernel update, my Ubuntu desktop took 2–3 minutes to appear after login. The culprit was a DRM modeset ownership fight between nvidia-drm and Xorg. Here's how I fixed it in 10 seconds.
·7 min read
Fixing a 2-Minute Login Delay on Ubuntu (Real Debugging Journey)
Spent three days chasing a two-minute login freeze on Ubuntu. Turns out it wasn't one bug — it was three separate issues stacking up: NetworkManager waiting for network, gnome-keyring starting twice, and snapd adding two minutes for 18 snaps. Here's the full debugging trail.
·7 min read
Cloudflare and Anthropic Introduces Claude Managed Agents on Cloudflare
I spent months wrestling with agent deployment. Here's why the Cloudflare-Anthropic integration actually solves the problems everyone else ignores.
·9 min read
Modern Python Development Environment with pyenv, Poetry, uv, and pyproject.toml
Set up a fast, modern Python development environment using pyenv, uv, and pyproject.toml: virtual environments, dependency locking, and tooling workflows.
·6 min read
Color Palettes I Actually Use Instead of Tailwind's Defaults
After moving my projects off Tailwind, I needed color palettes that didn't make my sites look like every other Tailwind site. Here are the ones that stuck.
·6 min read
Testing Vue Components in the Real Browser: Architecture, Reactivity, and QUnit
Practical guide to testing Vue 3 components inside real browsers using QUnit: nextTick DOM synchronization, form mutations, and fixture isolation.
·6 min read
A Practical pytest Tutorial That Actually Fixes Early Gotchas
Master pytest for production Python: fixtures, parameterization, monkeypatch mocking, custom markers, and clean test suite architecture.
·6 min read
Python Libraries I'd Bet On for 2026
I burned too many weekends on the wrong Python libraries so you don't have to. Here's what I actually use to ship things that stay working.
Showing 171-180 of 218 posts