AI Native Dev

@ainativedev
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25 Following
25 Posts
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Google's latest Gemini CLI update ushers in a revamped rendering engine, enhancing terminal visuals and interactivity while maintaining command-line efficiency, bridging the gap between traditional CLI and modern GUI.

https://ainativedev.io/news/google-gives-gemini-cli-some-gui-goodness

8 benchmarks that could shape the next generation of AI agents

A new class of benchmarks are emerging to measure how well agentic AI systems reason, act, and recover across complex workflows.

https://ainativedev.io/news/8-benchmarks-shaping-the-next-generation-of-ai-agents

8 benchmarks shaping the next generation of AI agents

A new class of benchmarks are emerging to measure how well agentic AI systems reason, act, and recover across complex workflows.

Build AI tools for community growth at our hackathon with Lovable & Led By Community

One day to collaborate with developers, designers, and community builders. Focus on real problems: onboarding, engagement, moderation, and events.

📅 Dec 3rd, 9 AM-5 PM
📍 Tessl HQ, London

https://luma.com/ai-hackathon-community

AI Lovable Hackathon London: Community Tools Edition · Luma

🧠 AI Hackathon: Community Tools Edition Hosted by Led by Community Powered by Lovable & Tessl Join us for a hands-on hackathon to build AI-powered tools that…

QA [quality assurance] has always been kind of broken.

As AI transforms code generation, traditional QA approaches fall short. Jennifer Sand, CEO & co-founder of Codential, explores the necessity for a new quality framework to address issues in AI-created code.

https://ainativedev.io/news/beyond-tests-what-to-verify-in-ai-generated-code

What to verify in AI-generated code

As AI transforms code generation, traditional QA approaches fall short. This requires a new quality framework to address issues in AI-created code.

At DevCon in Nov 18-19, Ray Myers will go over emerging strategies for improving the accuracy of coding agents on real codebases, benchmarks such as SWE-bench that evaluate our progress, and their limitations.

Expect to walk away with actionable techniques and a renewed respect for code that came before us and the challenges ahead.

📍 DevCon is November 18-19th in NYC.
📷 Tickets and full lineup: https://ainativedev.co/mw4
Use the discount code AIND-X-50 to get 50% off your tickets

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AI Native DevCon | Nov 18-19 | NYC | Limited Tickets

AI Native DevCon is hitting NYC (and online) Nov 18-19, 2025, focusing on spec-driven, AI-native development and coding agents.

AI hates legacy code.

AI coding agents feel like magic... right up until they collide with production code.

For teams maintaining legacy systems, these agents often hallucinate APIs, run off on tangents, and shatter trust faster than an unreviewed hotfix at 5pm.

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Context-Bench: Measuring AI models’ context engineering proficiency

Context-Bench is a new benchmark for AI models, assessing their ability to manage information and continuity skills in complex, multi-step tasks

https://ainativedev.io/news/context-bench-benchmarking-ais-context-engineering-proficiency

Context-Bench: Benchmarking AI's context engineering proficiency

Context-Bench is a new benchmark for AI models, assessing their context-engineering skills in managing information and reasoning across multi-step tasks.

Amp bets on ‘social coding’ with new public profiles

Amp is embracing “social coding,” powered by public developer profiles that let users share their projects, prompts, and agent workflows with others.

https://ainativedev.io/news/code-meet-crowd-amp-bets-on-social-coding-with-new-public-profiles

Amp bets on ‘social coding’ with new public profiles

Amp is embracing “social coding,” powered by public developer profiles that let users share their projects, prompts, and agent workflows with others.

What is happening in the world of AI native development today?

The NOW track at DevCon (happening in NYC on Nov 18-19) is all about AI development patterns that are seen today.

These are builders who've already solved the problems you're probably hitting right now.

📍 DevCon is November 18-19th in NYC.
🎫 Tickets and full lineup: https://ainativedev.co/mw4

Use the discount code AIND-X-50 to get 50% off your tickets:

Guest post from Robert Brennan (OpenHands): Large-scale refactors—Java migrations, C++ to Rust ports, breaking up monoliths—typically take months. With proper task decomposition and agent coordination, they can take days.

Robert shares the framework OpenHands developed for managing parallel agent workflows on enterprise refactoring projects.

Catch his DevCon talk Nov 19: "Managing Fleets of Coding Agents"
Read the full post: https://ainativedev.co/5tc

Use Automated Parallel AI Agents for Massive Refactors

refined approach to task decomposition, enabling efficient, collaborative refactoring projects that reduce timelines from months to days.