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-...
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...
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.
๐
Dec 3rd, 9 AM-5 PM
๐ Tessl HQ, London
luma.com/ai-hackathon...
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-...
Expect to walk away with actionable techniques and a renewed respect for code that came before us and the challenges ahead.
๐ DevCon is November 18-19th in NYC.
๐ท Tickets and full lineup: ainativedev.co/z84
Use the discount code AIND-X-50 to get 50% off your tickets
๐งต 3/3
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.
๐งต 2/3
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.
๐งต 1/3
Context-Bench: Measuring AI modelsโ 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...
- 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.
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.
๐ DevCon is November 18-19th in NYC.
๐ซ Tickets and full lineup: ainativedev.co/z84
Use the discount code AIND-X-50 to get 50% off your tickets.
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
๐ Tonight in London's King's Cross!
Join us for an evening with MLH and #GoogleGemini
๐ค Build with the latest Gemini models
๐ค Hear from DeepMind & Google Labs teams
๐ Network over food & drinks
๐ก Live demos from fellow builders
Spots are limited โ grab a ticket now! ๐๏ธ
luma.com/LondonAIRoad...
YouTube: ainativedev.co/zqt
Apple Podcasts: ainativedev.co/ylj
Spotify: ainativedev.co/f4z
From endless tool lists to meaningful rankings, Alan Pope, DevRel at Tessl, Simon Maple on AI Native Dev to unpack what defines โgoodโ in an open ecosystem and the tools that have helped him replace manual effort.
Catch their full conversation now. Links in the comments.
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.
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.
๐ DevCon is November 18-19th in NYC.
๐ซ 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 โ a hands-on look at connecting Spring apps to AI agents through the new MCP protocol.
Liral Tal (Director of Developer Advocacy, Snyk) โ These Arenโt the Tools Youโre Looking For: MCP Security Awakens โ a demo that brings security and protocol-level control to AI-driven workflows.
Joseph Katsioloudes (Cyber Security Specialist, GitHub) โ Code Security Reinvented: Navigating the Era of AI - see how AI is reshaping secure development from inside the worldโs largest developer platform.
๐๐ก๐ ๐๐จ๐จ๐ฅ๐ฌ-๐ข๐ง-๐๐๐ญ๐ข๐จ๐ง ๐ญ๐ซ๐๐๐ค ๐ข๐ฌ ๐ฐ๐ก๐๐ซ๐ ๐ญ๐จ๐จ๐ฅ๐ฌ ๐ฌ๐ญ๐๐ฉ ๐จ๐ฎ๐ญ ๐จ๐ ๐ญ๐ก๐ ๐ฌ๐ฅ๐ข๐๐๐ฌ ๐๐ง๐ ๐ข๐ง๐ญ๐จ ๐ซ๐ฎ๐ง๐ง๐ข๐ง๐ ๐๐จ๐๐.
Each session is code-on-screen, showing real use cases. If youโre building with or for devs, this is the track you donโt skip
๐ DevCon is November 18-19th, NYC.
๐ 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.
Renรฉ 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.
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.
๐ DevCon is Nov 18-19th. NYC.
๐ซ Tickets and full lineup: ainativedev.co/z84
Thank you so much!
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
๐๐ก๐ ๐ฐ๐จ๐ซ๐ค๐ฌ๐ก๐จ๐ฉ ๐ญ๐ซ๐๐๐ค ๐๐ญ ๐๐๐ฏ๐๐จ๐ง ๐ข๐ฌ ๐ฐ๐ก๐๐ซ๐ ๐ญ๐ก๐๐จ๐ซ๐ฒ ๐ฆ๐๐๐ญ๐ฌ ๐ค๐๐ฒ๐๐จ๐๐ซ๐.
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.
๐ DevCon is November 18-19th in NYC
๐ซ Tickets and full lineup: ainativedev.co/z84
#AINDCon
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
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
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.
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.
๐ DevCon is November 18-19th in NYC.
๐ Tickets and full lineup: ainativedev.co/z84
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 โ beyond the hype.
๐ Register at: ainativedev.co/px8
The Nightmare Before Coding, workshop will be hosted at Tessl HQ, London, and livestreamed globally via Zoom.
So, if youโve ever wanted to write a great technical story, or are still stuck trying to figure out what technical writing even is, this oneโs for you!
hackernoon.com/learn-techni...
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. ๐โ๏ธ๐งโโ๏ธ
hackernoon.com/learn-techni...
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...
Want a banner ad under your bash prompt? Probably not, but Sourcegraph just made the worldโs first ad-supported AI coding agent.
๐ Read all about Amp Free here: ainativedev.co/znc
A card containnig a photo of Guy Podjarny, Founder and CEO, Tessl, and the description of his talk "Spec Driven Dev - From Single Player to Multiplayer to Ecosystem"
A card containing a photo of James Ward, Principal Developer Advocate at AWS, and one of Josh Long, Spring Developer Advocate at Broadcom. Along with their workshop title "Hands-On: Building Agents with Spring AI, MCP, Java, and Amazon Bedrock"
A card containing a photo of Joseph Katsioloudes, Cyber Security Specialist at GitHub, and the title of their talk "Code Security Reinvented: Navigating the era of Al"
A card containing a photo of Richmond Alake, Staff Developer Advocate (AI/ML) at MongoDB, and the title of their talk "Building Memory-Augmented Agents with MemoRizz"
Here are some of our wonderful speakers
Expect deep dives, live demos, and unfiltered conversations on how AI is reshaping the craft of software development, from agentic systems and specs to review workflows and human-in-the-loop design.
Head over to ainativedev.io/devcon to see the full line up!
AI Native DevCon is back, and bigger than ever!
Join us Nov 18โ19 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!
Whoever writes the spec controls the outcome.
In this future, the best developers are the best spec authors. What do you think?
We break down Groveโs talk and how to start experimenting with specs today.
๐ ainativedev.co/yla
Prompts are temporary. Specs are forever.
OpenAIโs Sean Grove calls specs the โnew code.โ 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. ๐งต
#AINativeDev #AIEngineering
