iiinova — where your digital self keeps evolving

AI Native Dev @ainativedev.io · 02/12/2025

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. ainativedev.io/news/google-...

ainativedev.io

Google gives Gemini CLI some GUI goodness

Google's latest Gemini CLI update bridges the gap between traditional CLI and a modern GUI.

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AI Native Dev @ainativedev.io · 27/11/2025

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. ainativedev.io/news/8-bench...

ainativedev.io

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.

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AI Native Dev @ainativedev.io · 26/11/2025

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 luma.com/ai-hackathon...

luma.com

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…

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AI Native Dev @ainativedev.io · 13/11/2025

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. ainativedev.io/news/beyond-...

ainativedev.io

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.

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AI Native Dev @ainativedev.io · 12/11/2025

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. 🧵 1/3

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AI Native Dev @ainativedev.io · 11/11/2025

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 ainativedev.io/news/context...

ainativedev.io

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.

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AI Native Dev @ainativedev.io · 11/11/2025

What is happening in the world of AI native development 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: ainativedev.co/z84 Use the discount code AIND-X-50 to get 50% off your tickets.

- Al Harris (Tech Lead, Kiro ) on evolving specs while building. Because requirements change faster than your AI can code them, and you need a system that handles that without breaking everything.

- Rotem Tamir (Co-creator, Atlas ) on putting guardrails on database operations with agents. Your AI shouldn't be able to drop tables. How do you give it enough access to be useful without giving it enough rope to hang itself?

- Alex Gavrilescu (Lead Backend and Web Developer, Funstage GmbH) took Backlog.md from zero to a working product with AI agents. The messy middle between "I have an idea" and "we have a product" - what actually worked.

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AI Native Dev @ainativedev.io · 07/11/2025

Guest post from Robert Brennan (OpenHands): Large-scale refactors: C++ to Rust ports, breaking up monoliths can take months. With proper task decomposition and agent coordination, they can take days. Read the full post: ainativedev.co/yhd

ainativedev.co

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.

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AI Native Dev @ainativedev.io · 06/11/2025

🚀 Tonight in London's King's Cross! Join us for an evening with MLH and #GoogleGemini 🤖 Build with the latest Gemini models 🎤 Hear from DeepMind & Google Labs teams 🍕 Network over food & drinks 💡 Live demos from fellow builders Spots are limited – grab a ticket now! 🎟️ luma.com/LondonAIRoad...

luma.com

MLH AI Roadshow: London · Luma

Mark your calendars for Thursday, 6 November 2025! Major League Hacking (MLH) and Google Gemini are bringing an AI packed evening to King's Cross,…

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AI Native Dev @ainativedev.io · 06/11/2025

From endless tool lists to meaningful rankings, Alan Pope, DevRel at Tessl, Simon Maple on AI Native Dev to unpack what defines ‘good’ in an open ecosystem and the tools that have helped him replace manual effort. Catch their full conversation now. Links in the comments.

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AI Native Dev @ainativedev.io · 06/11/2025

At the AI Native DevCon, you'll find workshops with practitioners who are deep in the weeds: Bring your dev environments, and let's learn together. 📍 DevCon is November 18-19th in NYC. 🎫 Tickets and full lineup: ainativedev.co/z84

Richmond Alake (AI Developer Experience at Oracle) building memory-augmented agents with MemoRizz. Because agents without memory are just expensive autocomplete.

Alex Gavrilescu (Lead Backend Dev, Greentube GmbH) running hands-on with backlog.md - using markdown to power the entire review flow from spec to PR. This is about rethinking how AI fits into your existing workflow.

Joseph Katsioloudes (Cyber Security Specialist, GitHub) on LLM security in practice. Not theory. Actual attack vectors and defenses you need to know when your whole codebase is touched by AI.

Lada Kesseler (Lead Developer, Logic 20/20) digging into emerging patterns for coding with generative AI. The stuff that's working in production right now.

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AI Native Dev @ainativedev.io · 05/11/2025

𝐓𝐡𝐞 𝐓𝐨𝐨𝐥𝐬-𝐢𝐧-𝐀𝐜𝐭𝐢𝐨𝐧 𝐭𝐫𝐚𝐜𝐤 𝐢𝐬 𝐰𝐡𝐞𝐫𝐞 𝐭𝐨𝐨𝐥𝐬 𝐬𝐭𝐞𝐩 𝐨𝐮𝐭 𝐨𝐟 𝐭𝐡𝐞 𝐬𝐥𝐢𝐝𝐞𝐬 𝐚𝐧𝐝 𝐢𝐧𝐭𝐨 𝐫𝐮𝐧𝐧𝐢𝐧𝐠 𝐜𝐨𝐝𝐞. Each session is code-on-screen, showing real use cases. If you’re building with or for devs, this is the track you don’t skip 📍 DevCon is November 18-19th, NYC. 👉 Tickets and full lineup: ainativedev.co/z84

James Ward (Principal Developer Advocate, AWS) + Josh Long (Spring Developer Advocate, Broadcom) - Building AI Agents with Spring & MCP — a hands-on look at connecting Spring apps to AI agents through the new MCP protocol.

Liral Tal (Director of Developer Advocacy, Snyk) — These Aren’t the Tools You’re Looking For: MCP Security Awakens — a demo that brings security and protocol-level control to AI-driven workflows.

Joseph Katsioloudes (Cyber Security Specialist, GitHub) — Code Security Reinvented: Navigating the Era of AI - see how AI is reshaping secure development from inside the world’s largest developer platform.

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AI Native Dev @ainativedev.io · 03/11/2025

The NOW track at DevCon - this is the stuff that actually works today. Not demos. Not beta waitlists. Production-ready. This isn't about what's coming. It's about what's working right now that you can use Monday morning. 📍 DevCon is Nov 18-19th. NYC. 🎫 Tickets and full lineup: ainativedev.co/z84

Nnenna Ndukwe ~ AI and Emerging Technology (Principal Developer Advocate, Qodo) explaining why you need separation of agentic concerns. One AI model trying to do everything is a recipe for disaster. She's seen it fail.

René Brandel (Cofounder & CEO, Casco (YC X25)) sharing how they hacked the YC Spring 2025 batch's AI agents. Real tactics from someone who just did it.

Brian Douglas (Head of DX, Continue) on virtual tool calling and portable AI toolchains. This is about making your AI integrations work across different environments without rewriting everything.

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AI Native Dev @ainativedev.io · 31/10/2025

𝐓𝐡𝐞 𝐰𝐨𝐫𝐤𝐬𝐡𝐨𝐩 𝐭𝐫𝐚𝐜𝐤 𝐚𝐭 𝐃𝐞𝐯𝐂𝐨𝐧 𝐢𝐬 𝐰𝐡𝐞𝐫𝐞 𝐭𝐡𝐞𝐨𝐫𝐲 𝐦𝐞𝐞𝐭𝐬 𝐤𝐞𝐲𝐛𝐨𝐚𝐫𝐝. Not demos. but hands-on time with practitioners who are building the AI dev stack right now. These are working sessions. Bring your dev laptop. 📍 DevCon is November 18-19th in NYC 🎫 Tickets and full lineup: ainativedev.co/z84 #AINDCon

A promotional card with headshots of the presenter(s): Shrey Shah (Cursor Ambassador & Senior Engineer, Vivun) on the reality of testing and securing AI-generated code when your whole team is using Cursor

A promotional card with headshots of the presenter(s): Bill Maxwell (Software Architect, Obot AI) diving deep into MCP - the emerging standard for how AI agents actually connect to your tools

A promotional card with headshots of the presenter(s): Simon Maple (Head of DevRel) + Macey Baker (Community Engineer) from Tessl showing how to actually supercharge coding agents beyond the basic autocomplete

A promotional card with headshots of the presenter(s): James Ward (Principal Developer Advocate, AWS) + Josh Long (Spring Developer Advocate, Broadcom) running a hands-on session building production agents with Spring AI, Java, and Bedrock

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AI Native Dev @ainativedev.io · 30/10/2025

Last chance to hack your 2025 with Claude Code + Tessl! Join us Mon, Nov 3 at 7pm for "Your Unwrapped". A 2-hour hackathon where you build your own "Spotify Wrapped", but for anything. Turn your data into something worth sharing. Let's see your year, unwrapped. ainativedev.co/c8t

ainativedev.co

EF x Tessl x Anthropic | After Work Hack · Luma

Join us after work for an after-work hack with our friends at Tessl and Anthropic, where we’ll explore how spec-driven development and Claude Code’s agentic…

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AI Native Dev @ainativedev.io · 30/10/2025

Specs are becoming the new code. @jedi.be just dropped his insights on spec-driven development, and it's essential reading for anyone building with AI agents. The core insight? We're shifting from telling AI how to code to describing what we want built. Read the full piece: ainativedev.co/94af0c

ainativedev.co

Spec-Driven Development: 10 things you need to know about specs

Discover how spec-driven development transforms AI collaboration by shifting focus from micromanagement to clear requirements.

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AI Native Dev @ainativedev.io · 30/10/2025

The Edge track at AI Native DevCon is about emerging ideas in AI development that aren't fully polished yet. These are practitioners working through problems that don't have established solutions yet. 📍 DevCon is November 18-19th in NYC. 👉 Tickets and full lineup: ainativedev.co/z84

Chris Messina (Product Designer) on how to thrive when code becomes a commodity in the age of generative AI.

Sean Roberts (Technical Advisor, Netlify) on high-voltage development workflows that make AI tooling work in real engineering teams.

Jennifer Sand and Brandy Pielech (Co-Founders, Codential.ai) on what you actually need to verify in AI-generated code - beyond just running tests.

George Fahmy (Founder & CEO, Stakpak) on building DevOps agents that won't accidentally delete your production database.

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AI Native Dev @ainativedev.io · 29/10/2025

AI models claim to be best at coding, but benchmarks don't tell the full story. Adam Larson spent 2024-25 building custom tools to test these claims. Nov 19 at DevCon NYC, Adam will share what actually matters when choosing AI coding tools — beyond the hype. 👉 Register at: ainativedev.co/px8

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AI Native Dev @ainativedev.io · 29/10/2025

Tomorrow, HackerNoon is teaming up with GadflyAI for a cyberpunk, Halloween-themed tech event that marries code, storytelling, and the open-source spirit. Spells & Syntax: A Technical Writing Workshop. 🎃✍️🧙‍♂️ hackernoon.com/learn-techni...

hackernoon.com

Learn Technical Storytelling This Halloween at the Spells & Syntax Workshop | HackerNoon

Learn how to tell great technical stories at Spells & Syntax, a free Halloween workshop by GadflyAI & HackerNoon. Write, code, and get published!

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AI Native Dev @ainativedev.io · 29/10/2025

Bots follow scripts. Assistants wait for your commands. Agents act autonomously. Maksim Shaposhnikov, AI Research Engineer at Tessl joins Simon to unpack the capabilities of AI coding agents, including how developers can test and trust the code they generate. www.youtube.com/watch?v=BQbu...

youtube.com

AI Agents Beyond Context Limits | Maksim Shaposhnikov

YouTube video by AI Native Dev

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AI Native Dev @ainativedev.io · 28/10/2025

Want a banner ad under your bash prompt? Probably not, but Sourcegraph just made the world’s first ad-supported AI coding agent. 🔗 Read all about Amp Free here: ainativedev.co/znc

ainativedev.co

Amp’s new business model? Ad-supported AI coding

Amp is testing whether an ad-supported, data-sharing business model can work in software development.

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AI Native Dev @ainativedev.io · 28/10/2025

AI Native DevCon is back, and bigger than ever! Join us Nov 18–19 in New York (and online) for two action packed days of conference sessions and hands-on workshops for developers building with and for AI. Head over to ainativedev.io/devcon to see the full line up!

ainativedev.io

DevCon

Stay up to date with the latest in AI Native Development—insights, real-world experiences, and news from developers and industry leaders.

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AI Native Dev @ainativedev.io · 10/07/2025

Prompts are temporary. Specs are forever. OpenAI’s Sean Grove calls specs the “new code.” They force you to decide what good output looks like before you run the AI. Think reusable clauses, version control, IDEs that validate your spec as you write. 🧵 #AINativeDev #AIEngineering

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AI Native Dev @ainativedev.io · 02/07/2025

AI coding tools are powerful, but without structure, they drift. Claude Taskmaster attempts to fix that, and its growth has been explosive. In just 9 weeks the repo's jumped from 0 → 15,500 stars 🌟

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AI Native Dev @ainativedev.io · 01/07/2025

Why code alone isn’t enough anymore 🚫💻 Most AI tools today just help us write more code, but the real shift is moving beyond code as the source of truth. At our first London meetup, we dug into a better approach: spec-driven development.

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AI Native Dev @ainativedev.io · 30/06/2025

🔥 Roasting your README with AI? Shopify just open-sourced Roast, a Ruby framework for reliable, versioned AI workflows.

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AI Native Dev @ainativedev.io · 30/06/2025

Structure > force. One structured prompt = same accuracy as eight unstructured ones (via Will Kurt, .txt). For Claude Code users: clearer specs mean faster output, less context bloat, reusable prompts. 🔗 Read how specs can elevate your coding workflow. ainativedev.co/bm3 #ClaudeCode #SpecDriven

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AI Native Dev @ainativedev.io · 23/06/2025

Taming Claude Code for CI/CD? Terminal setup is easy. Scripting it for pipelines? Not so much! Jump into a quick guide on automating Claude for DevOps: ✅ API key scripting ✅ Direct config edits ✅ MCP server setup ✅ Pre-set tool permissions 🔗 ainativedev.co/0qn #ClaudeCode #AINativeDev #DevOps

ainativedev.co

Configuring Claude Code - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 20/06/2025

Claude Taskmaster is blowing up in the AI dev world, and for good reason. It takes messy prompts to clean specs and bite-sized, dependency-aware tasks. Some devs report 90% fewer errors! 🧵

ainativedev.co

How claude-task-master “Reduced 90% Errors for My Cursor” - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 20/06/2025

Agent-based coding ≠ just pair programming anymore. We’re seeing something bigger: ▪️ Parallel agents handling subtasks ▪️ Isolated envs via git worktrees + containers ▪️ New UIs for merge + review 🔗 Your guide to parallelizing AI coding agents: ainativedev.co/tg5 #ainativedev #aiagents

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AI Native Dev @ainativedev.io · 19/06/2025

Parallel coding agents are changing the Developer workflow. With tools like Claude code we are exploring parallelization strategies like using git worktrees and containers. All for us to review what we want while the agents do the hard work! #AINativeDev #DevTools #DevOps

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AI Native Dev @ainativedev.io · 17/06/2025

Cursor 1.0 just dropped. Its biggest update since launch, and a glimpse at where AI-native development is headed. New in this release • BugBot (inline PR reviews) • Async Background Agents • Jupyter + MCP support • Project Memories • Visual plans in chat 🧵⬇️

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AI Native Dev @ainativedev.io · 16/06/2025

You log off. Your agents keep working. ⚙️ Augment Code’s Remote Agents are now available in VS Code. They handle refactors, tests, bug fixes, and docs, while you’re offline 🧵

ainativedev.co

Augment-ing yourself with Remote Agents - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 13/06/2025

“Vibe coding” with real UI context? Stagewise is an open-source VS Code extension that lets you click on a live UI element and prompt an AI to change it. It pipes in HTML, screenshots, and context, so the AI knows exactly what you mean. It’s early, but promising! #AINativeDev #FrontendDev

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AI Native Dev @ainativedev.io · 12/06/2025

🎙 We're joining Port for a live webinar on how #GenAI is reshaping platform engineering. 📅 June 16 | 1PM EST We'll cover: - AI infra stack - Org design: Who owns what - How IDPs deliver GenAI to devs 📩 Register: ainativedev.co/4f2 #AIEngineer #AINativeDev #Webinar

ainativedev.co

Webinar - GenAI And Platform Engineering

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AI Native Dev @ainativedev.io · 11/06/2025

📝 Specs are the new code. Prompting was just the start. The next level of AI-native development is Specification Driven Development and Sean Grove (OpenAI) nailed why 🧵

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AI Native Dev @ainativedev.io · 10/06/2025

🚧 Using AI tools like you did 6 months ago is a mistake. ↳ Coding agents are reshaping how we interact with code editors and prompts. Patrick Debois shares insights from the AI Engineer World’s Fair, including what’s working in practice. 🔗 ainativedev.co/qz4 #AINativeDev #AIDev #AIEngineer

ainativedev.co

7 learnings from the AI Engineering SF World Fair 2025 - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 10/06/2025

devs: you might want to try this one 👀 Mistral's new open-source model for coding agents, Devstral, hit 46.8% on SWE-bench verified. That’s higher than some proprietary giants. We tested it, check out the write up! ainativedev.co/fa9 #ainative #opensourceai #devstral

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AI Native Dev @ainativedev.io · 09/06/2025

Connecting your agent to GitHub? Invariant uncovered a case where a malicious issue can prompt your agent to leak private repo data to a public PR. No malware involved, just prompt injection.

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AI Native Dev @ainativedev.io · 05/06/2025

Agents are the new users. Netlify’s CEO argues it’s time to design platforms for bots, not just humans. He calls it Agent Experience (AX). Could it be the next evolution after UX and DX? Dion Almaer breaks it down here: ainativedev.co/1yd #AX #AIdev #AgentExperience

ainativedev.co

The New Frontier in AI Development: Why Agent Experience Matters - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 03/06/2025

GitHub’s Copilot Agent now runs in the cloud; drafting PRs, writing code, and iterating on reviews autonomously. It respects CI rules and repo protections, and uses server configs (MCP) for tool access. We got hands-on with the dev experience: 🔗 ainativedev.co/chg #Build2025 #AIdev #AINativeDev

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AI Native Dev @ainativedev.io · 30/05/2025

Most code models generate one token at a time. Gemini Diffusion doesn’t. It denoises full sequences in parallel, with: - Major speed gains (~5x over Gemini Flash) - Built-in error correction Is it production-ready? Not yet. Is it interesting? We think so. ➡️ www.ainativedev.co/99j #LLM#AI

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AI Native Dev @ainativedev.io · 29/05/2025

JVM devs, this one’s for you: Rod Johnson (Spring) just dropped an OSS agent framework. JVM-native, Kotlin-based, and focused on agentic flows mixing LLM-prompted interactions with code and domain models. #Java #Kotlin #AINativeDev #News #OSS

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AI Native Dev @ainativedev.io · 29/05/2025

Sourcegraph's Amp is now open to everyone! Amp is their new agentic coding tool built for deep prompting, VS Code-native workflows, and real developer feedback loops. Dion Almaer comments on this release: www.ainativedev.co/a00 #AINativeDev #AITools #VSCode #AgenticCoding

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AI Native Dev @ainativedev.io · 28/05/2025

Gemini Diffusion might be easy to overlook, but it could quietly shift how code gets generated. Instead of predicting tokens left to right, it refines full sequences in parallel. - ~1500 tokens/sec. - Less locked-in errors. - Better for editing and refactoring. ➡️ www.ainativedev.co/99j

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AI Native Dev @ainativedev.io · 28/05/2025

12 MCP Servers That Will Make You A More Productive Developer. MCP servers are like APIs for your agent’s brain. You define the tools. The agent learns to use them. And suddenly, your LLM can run a Docker container or file a GitHub issue. 👉 12 MCP servers to tinker with: www.ainativedev.co/409

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AI Native Dev @ainativedev.io · 28/05/2025

What actually changes when AI becomes part of your dev workflow? At DevCon 2025, 30+ speakers dug into this new reality. Read the best bits 👉 www.ainativedev.co/bea #AITools #AgenticAI #DeveloperTools

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AI Native Dev @ainativedev.io · 27/05/2025

Amp is live. This agentic coding tool from Sourcegraph runs inside VSCode and supports deep, structured prompting for more capable AI-driven workflows. Key features: • Native editor integration • CLI support • Transparent dev feedback loop Full write-up on this release: www.ainativedev.co/a00

ainativedev.co

Sourcegraph’s Amp Has Dropped the Waiting List - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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Reposted by AI Native Dev

AI Native Dev @ainativedev.io · 27/05/2025

“2025 is the year of agents”, says Greg Brockman, co-founder and President at OpenAI. In line with that, OpenAI has reintroduced a revamped version of Codex, with Codex Agent. Dion Almaer dives into the details and shares his thoughts: www.ainativedev.co/ifr #AINativeDevelopment #CLI #Codex

ainativedev.co

2025: Year Of The Agents To Write All Of Our Codex? - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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AI Native Dev @ainativedev.io · 27/05/2025

ainativedev.co

2025: Year Of The Agents To Write All Of Our Codex? - AI Native Dev

The latest news and insights on AI powered dev tools and practices.

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