explore | Grilled Cheese

One app. One mission. Built from concept to production.

Helpnaw connects people through Qard Hasan, job opportunities, and trust-based verification — without middlemen.

React Native + Node.js + MongoDB + Firebase.

Built with @buildwithannie.
#SoftwareEngineering #ReactNative

Researchers describe progress on an AI Software Factory targeting Data Systems, reporting up to 22x token efficiency and 3x engineering gains over agentic coding at Microsoft. The approach applies Amdahl's law…

#AI #SoftwareEngineering #DeveloperTools #DataSystems
https://arxiv.org/abs/2609.36323

AsynCodeBench is a new dependency-centric benchmark designed to measure how asynchronous multi-agent coding systems coordinate, rather than just whether they produce correct final code. It uses…

#SoftwareEngineering #AIAgents #Benchmarking #MultiAgentSystems
https://arxiv.org/abs/2609.32662

Every single sprint planning meeting starts with ambitious goals and ends in absolute survival mode.

⚡ Like & follow for more coding humor!

#DevLife #CodingHumor #StackOverflow #SoftwareEngineering #Programming

A new arXiv essay argues for applying programming-systems techniques to AI agents, treating their scattered prompts, tools, memories, and traces as inspectable, checkable artifacts rather than…

#SoftwareEngineering #AIAgents #ProgrammingLanguages #DeveloperTools
https://arxiv.org/abs/2609.32198

Treating verification as an architectural layer for LLM agents could address a key ReAct weakness: failures that run until an external budget stops them rather than being reported. The V-model approach…

#LLMagents #SoftwareEngineering #Verification #AIarchitecture
https://arxiv.org/abs/2609.31937

You can't slam the gas on generation while riding the brakes on review.
We won't review every line; we'll build new safety nets, observability, automated gates, vertical tooling, just like we did for human code.
#AI #SoftwareEngineering

Reusable widgets saved me more time than I expected.

Instead of rebuilding the same buttons, input fields, cards, loaders, and error states across screens, I started treating common UI as reusable building blocks.

In Flutter, good component design pays off quickly.

#Flutter #SoftwareEngineering

The video and slides for the #Montreal.rb September 2026 #talk #Ruby Version Managers in 2026 have been published!

YouTube Video:
www.youtube.com/watch?v=UFMQ...

#montrealrb #ruby #softwareengineering #programming #softwaredevelopment #meetup

YouTube short of the week is here!💻

This week revolves around “The Beginning of the LLM Data Revolution” from @goinggo.net 's podcast episode with featured guest Ajay Malik! 🤓

🎥: youtube.com/shorts/WdIbD...

#ArdanLabsPodcast #Shorts #YouTube #SoftwareEngineering

A new paper studies training LLMs on runtime program-state reasoning tasks, including buggy input-output and precondition-postcondition reasoning, to improve downstream software-engineering capabilities and develops…

#LLMs #SoftwareEngineering #AIResearch #DevTools
https://arxiv.org/abs/2609.34359