Top 10 ways AI can help your dev workflow outside of code generation - iO tech_hub

AI tools like Cursor and GitHub Copilot can do way more than just generate code. I've been exploring how to use them for documentation, commit messages, code reviews, and other workflow tasks that often get skipped. Here are some practical ways to expand how you use AI in development beyond the usual code generation.

iO tech_hub
AI-Generated Code Poses Major Security Risks in Nearly Half of All Development Tasks, Veracode Research Reveals   

While AI is becoming better at generating that functional code, it is also enabling attackers to identify and exploit vulnerabilities in that code more quickly and effectively.

SD Times
Two major AI coding tools wiped out user data after making cascading mistakes

“I have failed you completely and catastrophically,” wrote Gemini.

Ars Technica
AI Coding Tools Underperform in Field Study with Experienced Developers

Recent research reveals a surprising 19% increase in task completion time among developers using AI tools like Claude 3.5. Conducted by METR, this study highlights a "perception gap"—while developers

InfoQ
Vibe coding service Replit deleted user’s production database, faked data, told fibs galore

: AI ignored instruction to freeze code, forgot it could roll back errors, and generally made a terrible hash of things

The Register
The new #google #Gemini #CLI introduces an #AIterminal to its #codeassistant lineup, providing consistency for developers using multiple tools, as well as multi-modal support and an expansive free tier. #GenAI #googleAI https://www.techtarget.com/searchsoftwarequality/news/366626444/Google-touts-free-tier-for-multimodal-AI-terminal
Google touts free tier for multimodal AI terminal

Google intends to differentiate Gemini CLI with multimodal support, including video, and an expansive free tier for individual users.

TechTarget

Omg I love this!!
It’s amazing to see tools like ChatGPT being integrated into Xcode to actually help us code better and faster.
Anything that improves the workflow for iOS developers is a huge win. 😱😍🤩

#wwdc25 #ios26 #ChatGPT #Xcode #iOSDevelopment #SwiftUI #AIProgramming #OpenAI #CodeAssistant #MachineLearning #AppDevelopment #DeveloperTools

Some steps forward in trying to have a personal #CodeAssistant that runs locally, using pre trained specific open source #models
More info in the readme here https://codeberg.org/wildeng/ruby_code_agent

#generativeAI #Lunarvim #Neovim

ruby_code_agent

Some tests I did to run deepseek as a local Ruby code assistant

Codeberg.org

Da ingegnere mi sono chiesto il perché ed il percome di molte cose e mi è sempre piaciuto sperimentare. In questo caso mi sono chiesto: è possibile, partendo da modelli open source, crearsi il proprio code assistant personale? Beh non è perfetto ma ci sono vicino:

https://codeberg.org/wildeng/ruby_code_agent

#llm #aiagent #codeassistant

ruby_code_agent

Some tests I did to run deepseek as a local Ruby code assistant

Codeberg.org
💸 *Because everyone was just dying to pay for another #AI subscription!* 😒 Meet #Codemcp, yet another code assistant that promises to save you from those pesky API bills—because, clearly, that's the only problem developers face. 🙄
https://github.com/ezyang/codemcp #Subscription #CodeAssistant #DeveloperHumor #APIFees #HackerNews #ngated
GitHub - ezyang/codemcp: Coding assistant MCP for Claude Desktop

Coding assistant MCP for Claude Desktop. Contribute to ezyang/codemcp development by creating an account on GitHub.

GitHub