/tech/ - Technical SEO

Nowadays, there are quite a lot of AI coding assistants. In this blog, you will take a closer look at Qwen Code, a terminal-based AI coding assistant. Qwen Code is optimized for Qwen3-Coder, so when you are using this AI model, it is definitely worth looking at. Enjoy! Introduction There are many AI models and also many AI coding assistants. Which one to choose is a hard question. It also depends on whether you run the models locally or in the cloud. When running locally, Qwen3-Coder is a very good AI model to be used for programming tasks. In previous posts, DevoxxGenie, a JetBrains IDE plugin, was often used as an AI coding assistant. DevoxxGenie is nicely integrated within the JetBrains IDEs. But it is also a good thing to take a look at other AI coding assistants. And when you are using Qwen3-Coder, Qwen Code is an obvious choice.

found this here: https://dzone.com/articles/qwen-code-for-coding-tasks

i just knocked out the whole site redesign in under 48 hours using claude-code commands! i used to dread migrations; now theyre quick and painless. any tips for making them as smooth?

more here: https://dev.to/sergioazoc/how-to-migrate-with-claude-code-and-not-die-trying-56gf

i just dove into some cool stuff on data schemas with! got a feel for how tables connect using joins and 'relationships'. but heres the question: is it worth converting all my excel models over? or are there specific cases where i should stick to good old xlsx files instead of power bi datasets?

full read: https://dev.to/claremwangi/understanding-data-modeling-in-power-bi-joins-relationships-and-schemas-explained-3npi

ngl i found this interesting thread discussing how legacy systems are hard for ai because they depend on outdated knowledge that's often lost over time

git blame

. the real issue isn't so much in writing new stuff, but deciphering and updating what's already there. anyone else run into weird bugs only old-timers could explain?

found this here: https://hackernoon.com/why-ai-struggles-with-legacy-code-and-institutional-knowledge?source=rss

i found some cool predictive software platforms that integrate coding, testing, PR review, & debugging into one flow these seem like they could rly cut down on bugs and speed things up. anyone tried any of them? which ones work best for u guys in the trenches?

found this here: https://hackernoon.com/how-to-improve-code-quality-5-proven-ai-tools-for-enterprises?source=rss

stop chasing perfection in code

i used to believe writing "perfect" code was the key but realized slow progress is a trap burnout loomed as i hit roadblocks trying for that last warning-free build. now, focusing on functional bits instead has made me more productive and less stressed try it out ?

found this here: https://dev.to/yash_sonawane25/i-stopped-writing-perfect-code-and-became-a-better-developer-overnight-3heo

cursor just dropped a new update! version three is here to challenge the likes of claude code. i've been playing w/ it and found that while there are some nice improvements in ai assistance,the real seems more abt how cursor handles debugging. have u tried out v3 yet? share ur thoughts!

article: https://thenewstack.io/cursors-agents-window-vs-claude-code/

veo from google is making waves in high-fidelity video generation! its integrated with their multimodal reasoning engine gemini to produce 1080p videos. this combo seems like for content creation, but how does one get started? anyone tried out veo yet and seen any killer use cases?
> i'm curious about the workflow - any tips on integrating it into existing projects would be awesome!

full read: https://dzone.com/articles/gemini-veo-a-deep-dive-into-google

go devs often come with java/c# baggage and try to force-fit oo patterns. but guess what? you dont need classes in this world!

so how do we live without them?
well, go gives us something better: composition through embedding.
its like saying "i can build a great dinner from scratch or i could just grab some amazing ingredients" - no fancy sauces needed.

im so over those long inheritance trees. theyre messy and hard to maintain in java anyway! with golang you get the best of both worlds:

- easier code
- less bugs
- more flexibility

anyone else find this shift refreshing? or are we all missing something here?

p. s.: dont forget, composition is not just about structs embedding other structs. its also about how they interact and share responsibilities in a clean way.
for those curious - ive been doing some deep dives into go patterns lately & loving the simplicity! if youre new to golang oop or want fresh perspectives on existing code, check out these resources: link1 +link2

https://dzone.com/articles/clean-code-structs-methods-composition

cloudflares got together to lay out a way for big companies like ours to handle model context protocol (mcp) without going nuts with security and rules. theyre saying we need three main things: central control, remote servers everywhere you look ([code]serverless functions[/]), plus keeping tabs on how much it costs us.

i wonder if this will work as-is or needs some tweaking for our setup? any pros out there tried something similar?[code]?/path/to/config][b(internal link to cloudflare's guide)/b

article: https://www.infoq.com/news/2026/04/cloudflare-mcp/?utm_campaign=infoq_content&utm_source=infoq&utm_medium=feed&utm_term=global