Machine-generated code isn't new. Remember Rational Rose? Asking LLMs for 'hello world' isn't software engineering. Modern work starts before the code: real architecture, trade-offs, system thinking. #SoftwareEngineering #CodeGeneration #AIinDev #ArchitectureMatters #DevReality

🔧 Kỹ sư Google tiết lộ Claude Code hoàn thành dự án trong 1 giờ, trong khi đội của anh mất cả năm để thực hiện. Bài học: AI có thể tăng tốc phát triển phần mềm đáng kể. #Google #AI #Claude #Programming #CôngNghệ #AIinDev

https://www.reddit.com/r/programming/comments/1q78xlk/google_engineer_claude_code_built_in_1_hour_what/

🚀 Our community is buzzing! Check out 10 developer articles making waves this month on CoderLegion:
Jaideep Parashar, Vishwajeet Kondi, Gift Balogun, Canonical Funnel Economy, fayzakseo & more
Their posts on AI systems, React, DevOps, security, and automation are packed with real insights.
Read more 👉 https://coderlegion.com/8324/top-5-developer-articles-of-the-week-of-december-on-coderlegion

#CoderLegion #DevCommunity #Programming #SoftwareDevelopment #AIinDev

Discussions emerging around the 2026 developer toolkit shift: AI assistants, serverless infrastructure, and deep automation promise to profoundly reshape personal development workflows. This evolution moves beyond mere efficiency gains, redefining what constitutes a 'toolchain' for building software. Expect fundamental shifts in how individuals approach creation and maintenance. The potential for empowering developers is significant, demanding thoughtful... #AIinDev #FutureofCoding
Ever skeptical of AI in coding, I dove into a 6-week experiment pairing with Claude Code to revive a 2008 project. The AI handled most of the work—frustrations with its quirks aside, the results were eye-opening. It’s reshaping how we think about collaborative programming. How’s AI changing your dev workflow? #AIinDev #ResponsibleAI #FOSS
JetBrains wants your data to build smarter AI - DropletDrift

A few years ago, “AI in coding” felt like science fiction. The idea that an editor might guess your next line or even write a method for you was relegated to demos, research labs, or sci-fi blog posts. But gradually, we’ve seen that become reality: tools like GitHub Copilot, ChatGPT-powered plugins, and built-in assistants in […]

DropletDrift

Angular CLI's new MCP: AI just got way better at Angular

https://programmerspace.substack.com/p/angular-clis-new-mcp-ai-just-got

> What if your AI assistant can actually understand your Angular app? I'm talking about its structure, style rules, and even its documentation, all to help you code faster.

#AngularCLI
#AngularMCP
#AIinDev
#GenerativeAI
#ModelContextProtocol
#MCP

Angular CLI's new MCP: AI just got way better at Angular

What if your AI assistant can actually understand your Angular app? I'm talking about its structure, style rules, and even its documentation, all to help you code faster.

Programmer Space

"Yes, You Can Use AI in Our Interviews – In fact, We Insist”

At Canva, the hiring process for frontend, backend, and machine learning roles has evolved to reflect real‑world engineering workflows.

Candidates are now expected and encouraged to use AI tools like Copilot, Cursor, and Claude during technical interviews—because that's what their teams actually use.

Instead of traditional algorithm drills, interviews now present realistic, ambiguous challenges that require iterative thinking, sound technical judgement, and the ability to read, critique, and improve AI-generated code.

Canva believes that this transparent, AI‑assisted approach produces stronger signals about candidate performance and better mirrors day‑to‑day engineering. 

Link
Read more 🔗: https://www.canva.dev/blog/engineering/yes-you-can-use-ai-in-our-interviews/

Tags
#AI #TechHiring #Engineering #InterviewTips #OpenToWork #AIinDev #Canva #Coding #FutureOfWork

Yes, You Can Use AI in Our Interviews. In fact, we insist - Canva Engineering Blog

How We Redesigned Technical Interviews for the AI Era

canva.dev
Velocity is new normal in software dev. AppSec teams need to adapt fast—or get left behind. Here are 5 action items to secure code at scale. https://jpmellojr.blogspot.com/2025/08/the-state-of-software-development-5.html
#AppSec #DevSecOps#ShiftLeft #SecureCoding #CI_CD #AIinDev
The state of software development: 5 action items for AppSec teams

Push fast, patch faster! With software flying out the door, security teams scramble to keep up—or risk letting threats slip through the cr...

TDD 💡 + GenAI 🤖 = Dream Team?

In her latest article, Karakun expert Dr. Iryna Dohndorf explores how combining Test-Driven Development with Generative AI can boost code quality and accelerate delivery. 💥

📖 Read it on the #Karakun #DeveloperHub: 👉 https://dev.karakun.com/2025/04/02/tdd-genai.html

What do you think – can GenAI enhance your TDD flow? 💬

#GenAI #TDD #SoftwareDev #AIinDev #FOSS #CleanCode #AI

Test-Driven Development and GenAI: The New Dream Couple?

Testing and reviewing a code base are standard practices in software development. Nowadays, a wide range of testing practices, including AI-based methods, are available to developer teams. However, time and cost pressure may lead to undesired quality waste and to rising fear and weak communication within the development team. These well-known phenomena raise the need for improved software development workflows for responsible software delivery.

Karakun Developer Hub