Blog
Practical notes on AI tools, programming, software engineering, and technology.
The Developer's Trap: Why Git Signed Commits Don't Guarantee Codebase Security
Mandating Git commit signing is a trending compliance requirement. But relying on the green badge creates a false sense of security that leaves repositories vulnerable.
GLM 5.2 vs GPT-4o-mini: The Inference Cost War
A detailed comparison of inference costs, performance, and developer utility between GLM 5.2 and GPT-4o-mini.
4 min read
ERC-4337 Smart Accounts: Beyond the Hype
A technical analysis of ERC-4337 Smart Accounts, exploring their architecture, implementation challenges, and real-world utility beyond marketing buzz.
Next.js 15 Partial Prerendering in Production
Learn how to configure, deploy, and optimize Next.js 15 Partial Prerendering (PPR) in production environments for faster load times.
The Rise of RISC-V in Modern Cloud Infrastructure
An in-depth look at how open instruction set architectures are reshaping cloud data centers and hyperscaler hardware.
4 min read
How Post-Training Quantization Shrinks LLMs to Run on Laptops
Under the hood of post-training quantization. Learn how mapping FP16 weights to INT4 shrinks LLMs, reduces memory bandwidth, and enables local AI execution.
4 min read
The Hydration Cost: Why React Apps Feel Slow on Startup
Under the hood of hydration in React. Discover how server-side rendering loads pages, why hydration causes startup lag, and how to optimize it.
Why Modern Security Still Relies on a 50-Year-Old Cryptographic Protocol
Explore why TLS 1.3 and SSH still rely on Diffie-Hellman key exchange, how ephemeral keys protect your data, and how the protocol adapts to post-quantum threats.
5 min read
Pegasus Spyware Hits Again. This Time the Target Was Investigating Spyware Abuses.
NSO Group's Pegasus struck again. This time the victim was a politician who investigated spyware abuses. This isn't coincidence. It's a message.
AI Agents Now Handle 16% of Freelance Jobs at Pro Quality. Here's How That Changes Everything.
Eight months ago it was 2.5%. Now it's 16%. AI agents have grown 6x in handling professional-quality freelance jobs. What changed and what it means for workers.