Guides, benchmarks, and tools
for developers who build.
Hands-on technical content covering AI workflows, software engineering, hardware testing, and developer tools. Step-by-step guides you can follow, benchmarks with real numbers, and tool recommendations based on actual use.
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AI & LLMs
Local models, workflows, prompt systems, toolchains, experiments, and real-world AI testing.
3 articles
Development
Software engineering, coding workflows, practical dev content, app-building topics, and technical explainers.
2 articles
Benchmarks
Performance tests, hardware and software comparisons, model benchmarks, and data-driven technical analysis.
1 article
Tools & Automation
Developer tools, automation systems, productivity workflows, scripts, and utilities.
2 articles
Cybersecurity
Defensive and awareness-focused cybersecurity content. Practical, responsible, and useful.
2 articles
Privacy & Digital Risk
Tracking, dark patterns, data exposure, and the less visible side of modern tech.
5 articles
Latest Guides
Recently published
App Permissions Worth Reviewing Before You Forget About Them
A practical guide to the app permissions that quietly expand data exposure over time.
Browser Tracking Settings Worth Changing First
A practical guide to the browser privacy settings that reduce tracking without making the web painful to use.
Dark Patterns in Modern Apps: What to Watch For
A practical breakdown of the interface tricks that push users into sharing more data, staying longer, or choosing options they did not intend.
Privacy Settings That Matter More Than They Look
A practical walkthrough of small privacy settings that can quietly reduce unnecessary data sharing.
What Apps Can Learn From Metadata
A clear explanation of how metadata can reveal patterns even when the content itself looks private.
Picking the Right Local Model for the Job
A decision framework for choosing between 7B, 13B, 32B, and 70B local models based on task, latency budget, and VRAM. No hype, just tradeoffs.
What you'll find here
Hands-on guides
Step-by-step walkthroughs you can follow, not just read.
Real benchmarks
Actual hardware and model tests with numbers, not opinions.
Tool recommendations
Tools and setups based on real usage, not affiliate churn.
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Technical content that respects your time. Every piece is built to be useful.
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