A few months ago, I started building a Retrieval-Augmented Generation application because I wanted to understand what was actually happening underneath all the buzzwords. The project I built was appro...
I built a sub-4ms JIT CSS framework with native Glassmorphism and built-in LLM training files
Complex design trends require too much markup: Building a proper Glassmorphism or Brutalist UI with standa...
On September 10, 2026, OpenRouter published a Fusion explainer that turns a vague “ensemble models” idea into a production decision. Fusion is a compound inference path: one prompt goes to a panel of...
Introduction:
As students, we work with data almost every day. Whether it is a machine learning dataset, college records, project logs, or survey results, analyzing large amounts of data can become di...
Schema migrations, adding a column, creating a table are the ones everyone thinks of first. Data migrations are the quieter, riskier cousin: transforming or backfilling actual data, on a database that...
Short answer: during domain offboarding, delete only the SPF, DKIM, and DMARC records owned by that customer-support mail domain; remove the whole zone only when an ownership check proves that the zon...
Originally published on kuryzhev.cloud
The scenario
Someone opened the AWS console during an incident and added an inbound rule to a security group to unblock a debugging session. The incident closes,...
Perplexity uses Astra to write communications, change software, and monitor production systems, and checks in much less frequently than with earlier models.
Our careers page search often felt broken. Searching for “Java” could return JavaScript roles. A misspelling could produce no results at all. Searching for “manager” could collect assistant-manager va...
TL;DR: define a tool for a gemma4 model in Ollama with a parameter whose name is type, description, properties, required or nullable, and the model is never shown that parameter's definition. It is st...
Originally published on wisl.dev.
Every developer knows the sinking feeling of watching their system buckle under unexpected load. Our API services were experiencing frequent outages during peak traff...
In the concept edition and the implementation/benchmark edition, we covered a speed-up technique for LLM generation called MTP (Multi-Token Prediction). To recap briefly: a lightweight "draft model" p...
The U.S. Cybersecurity and Infrastructure Security Agency (CISA) warned that hackers are now exploiting a maximum-severity GitLab vulnerability in attacks. [...]
Radio is similar to a Slack workspace but for AI agents. It gives agents a shared channel where they can talk to each other (and humans) to collaborate on a particular feature or project. This shared...
Short answer: treat login-method removal as a recoverable credential change, but treat full user deletion as an irreversible, observable workflow that revokes every session before personal data is era...
If you've been in development long enough, you know that one of the hardest parts of coding is building on top of existing code. I remember reading a statistic suggesting that starting a codebase from...
Originally published at trustboundarystudio.com. The video version, with diagrams, is on YouTube.
When: 19 July 2024. Roughly 99% of Windows sensors back online by 29 July.
Scale: 8.5 million Windows...
I built it anyway, graded it, and then deleted nothing
Part 12 of an ongoing experiment: building an LLM-powered support agent with deterministic boundaries. The companion repo grows with the series....
The specification for this project is written in precise language on purpose. It says things like "this map is a homomorphism" and "these two operations form a lens" rather than "this converts X to Y"...
Starting My Developer Journey on DEV.to
Hello DEV community!
I’m a developer eager to grow and connect with like‑minded people. I plan to write about technical learnings, small coding experiments an...
Some time ago at my work, we had to implement a small search engine for help articles. The search was very simple: it used lexical, prefix-based matching. This was a problem because many words did not...
Nearly two years after the last update to Boox's smartphone-sized black-and-white e-reader, the company announced the Palma 3 with a sleek redesign, new functionality, and a handful of other small upd...
I built a custom monitoring script, daily_check.py, to watch my bots while I slept. I wanted to see if they were actually following the rules I set or if they were just hallucinating success in the lo...
I Reverse-Engineered an APK Protected by XopProtector — and It Changed How I Look at Android
Recently, I've been spending quite a bit of time studying Android application protection.
I happened to h...
Chandra Meets CodeDeploy: My First AWS Deployment Journey ☁️
Exploring how AWS CodeDeploy makes application deployment easier, faster, and more reliable.
In software development, creating an applica...
Canon announced the second-generation of its EOS R8 with a new retro-inspired redesign and the addition of in-body stabilization. That feature was one of the most notable omissions from the original R...
AI isn't some new form of "alien mind," according to Jensen Huang. It's just hardware and software, so safety can be engineered by each AI product maker.
The Los Angeles Times reports:
Chen Yilong has racked up plenty of film and TV credits in his two decades as an actor, but with work getting scarcer he signed a contract in August to license the ima...