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Posts by Martin Rojas

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Stop building AI demos. Start shipping AI systems that work.🤖

In this full-day workshop, @martinrojas.dev & Samuel Obukwelu teach how to design reliable prompts and production infrastructure for enterprise-ready AI.

vueconf.us/session?sess...

🎟️ Get tickets: vueconf.us

4 weeks ago 1 1 0 0
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Anthropic Just Built Contract-First Prompting Into Their Safety Infrastructure Anthropic's new Claude Code auto mode validates Contract-First Prompting by using fixed templates and customizable slots to enforce safety boundaries in agents.

Anthropic’s new safety layer for #ClaudeCode is basically a lesson in "Review the diff, not the PR description."

auto mode ignores the agent's own reasoning. Why? Because an agent can talk a human (or another AI) into a bad decision.

Full breakdown: www.nextsteps.dev/en/posts/ant...

2 weeks ago 4 0 0 0
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Discover how AI can take your Vue apps from good to next-level! 🤖

Join David Nahodyl, @martinrojas.dev & Samuel Obukwelu for hands-on @vuejs.org workshops at #VueConfUS and learn practical techniques to bring AI into your applications.

vueconf.us#workshops

🎟️ Tickets - vueconf.us

2 months ago 1 1 0 0

To me it seems that when there is engagement it can be really high quality, but it's really hard to get that engagement going.

2 months ago 1 0 0 0
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The more things change the more they stay the same

2 months ago 0 0 0 0
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Your prompts aren’t “bad.” They’re just not engineered. ⚙️

At #Devnexus, @martinrojas.dev breaks down how to design prompts that deliver consistent, production-ready AI outputs—without guessing or hoping for the best.

devnexus.com/events/stop-...

🎟️ Get tickets at devnexus.com

3 months ago 0 1 0 0
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Stop building AI demos. Start shipping AI systems that work.🤖

In this full-day #VueconfUS workshop, @martinrojas.dev & Samuel Obukwelu teach how to design reliable prompts and production infrastructure for enterprise-ready AI.

vueconf.us/session?sess...

Don't miss out!🚀

🎟️ Get tickets: vueconf.us

2 months ago 1 1 0 0
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React2Shell: The Critical RCE Vulnerability Every Next.js Developer Must Address Now · NextSteps Blog Critical analysis of React2Shell (CVE-2025-55182), the CVSS 10.0 RCE vulnerability affecting React Server Components and Next.js 15-16. Learn how to identify exposure, patch, and detect compromise.

🚨 Running Next.js 15 or 16 in production?
React2Shell (CVE-2025-55182) is a CVSS 10.0 RCE vulnerability with public exploits and confirmed state-sponsored exploitation.
Here's what you need to know and do right now:
www.nextsteps.dev/en/posts/rea...

4 months ago 1 0 0 0
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When AI Labs Start Buying Your Tools: What Anthropic's Bun Acquisition Signals · NextSteps Blog Anthropic acquires Bun, signaling that AI companies are investing in developer infrastructure. What this means for JavaScript developers and the future of AI coding tools.

Anthropic acquired Bun yesterday.
Not for the team. For the infrastructure.
Claude Code ships as a Bun executable. If Bun breaks, Claude Code breaks.
But here's the wild part: the top PR contributor to Bun's repo recently? A Claude Code bot.
www.nextsteps.dev/en/posts/ant...

4 months ago 2 0 0 0
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Kelly answering questions at React Summit US

Kelly answering questions at React Summit US

@kvlly.com knocking out of the park at #ReactSummitUS

4 months ago 4 1 0 0
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Proud to be a community partner of #ReactSummitUS and @gitnation.bsky.social

4 months ago 2 1 0 0
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Code execution with MCP: building more efficient AI agents Learn how code execution with the Model Context Protocol enables agents to handle more tools while using fewer tokens, reducing context overhead by up to 98.7%.

Anthropic’s code execution with MCP feels like the right path: load tools on demand, do work in a sandbox, send back only what matters. claims ~98.7% token reduction. Still needs robust sandboxing, but the pattern is strong.
Post: www.anthropic.com/engineering/...

#AI #MCP #Agents

4 months ago 0 0 0 0
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ReactATL November Meetup: Leadership, Platform Engineering & React 19.2 🚀, Tue, Nov 18, 2025, 6:30 PM | Meetup Join ReactATL and our partner communities for an evening of leadership insights, cutting-edge front-end engineering, and the latest React updates! ## Co-Hosted With This

Leadership insights, AI-era platform engineering, and React 19.2 updates—all in one night! 🚀

Join ReactATL + our partner communities on Nov 18 at Tech Square ATL.

🍕 6:30 PM | 💻 7:00 PM

RSVP: www.meetup.com/react-atl/ev...

#ReactATL #ATLTech #JavaScript #WebDev

5 months ago 1 0 0 0
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GitHub - anthropics/skills: Public repository for Skills Public repository for Skills. Contribute to anthropics/skills development by creating an account on GitHub.

Forget retraining — Claude now loads expertise on demand.
Each “Skill” is a folder of scripts, code & docs it pulls in only when relevant.
Composable, portable, efficient — a new pattern for model specialization.
www.anthropic.com/news/skills #AIInfrastructure

5 months ago 1 0 0 0
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Securing React Apps, AI, and Engineering Leadership, Tue, Oct 28, 2025, 6:30 PM | Meetup Join us for an evening of authentication deep-dives, AI innovation, and engineering leadership insights — proudly presented with **REFACTR.TECH**, **AtlantaJS**, **Atlanta

🔐 Authentication struggles? AI curiosity? Career questions?

Join us Oct 28 for talks on securing React apps (SSO, MFA, OIDC), AI innovation, and engineering leadership.

Food included. All levels welcome!

👉 www.meetup.com/react-atl/ev...
#ReactATL #ATLTech #JavaScript #WebDev

6 months ago 2 1 0 0
Retro looking image with a pumpkin giving a peace sign and smiling surrounded by sparkles. The text says 'Sponsor MagnoliaConf. October 21-23. Jackson, Mississippi.'

Retro looking image with a pumpkin giving a peace sign and smiling surrounded by sparkles. The text says 'Sponsor MagnoliaConf. October 21-23. Jackson, Mississippi.'

Every night I check our sponsor list and whisper your company name three times. It hasn't worked yet but I feel it getting closer. Don't make me do the full ritual. Please.

https://tinyurl.com/52uc3xkk

6 months ago 5 2 0 0
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code.clean() - Function to clean up the project directory by removing unnecessary files and folders. This function recursively removes the following from current directory and all subdirectories: code.clean() - Function to clean up the project directory by removing unnecessary files and folders. This function recursively removes the following from current directory and all subdirectories: -...

In case it's useful to anyone else, here is a .zshrc function to clean up node_modules and build folders. It works from a parent directory with any number of folders in between.
gist.github.com/martinrojas/...
#dev

6 months ago 0 0 0 0
ChatGPT is made from 100 million of these [The Perceptron]
ChatGPT is made from 100 million of these [The Perceptron] Go to https://drinkag1.com/welchlabs to subscribe and save $20 off your first subscription of AG1! Thanks to AG1 for sponsoring today's video. Imaginary Numbers book is back in stock! Update at…

Neural nets aren’t magic—they’re just stacks of simple units. This short demo uses switches to show how a perceptron (AI’s basic neuron) decides outputs. Great intro to how AI learns: youtu.be/l-9ALe3U-Fg?... #NeuralNetworks #AI

7 months ago 1 1 0 0
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Every repeated LLM call is money on fire Redis 8 just changed the game with semantic caching that understands meaning, not just keys.

Redis 8 just leveled up: semantic caching that understands meaning—not literal keys. Vector Sets + LangCache ditch redundant LLM calls, and Flex scales affordably via SSD. Your budget will thank you.
newsletter.systemdesignclassroom.com/p/every-repe...

7 months ago 0 0 0 0
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Hackers Hijacked Google’s Gemini AI With a Poisoned Calendar Invite to Take Over a Smart Home For likely the first time ever, security researchers have shown how AI can be hacked to create real world havoc, allowing them to turn off lights, open smart shutters, and more.

Prompt injection isn’t just in chat windows anymore. Researchers hid commands in a Google Calendar invite—when Gemini summarized the week, it turned off smart home lights. Details → www.wired.com/story/google... #AIsecurity

7 months ago 0 0 0 0
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Chatted with @martinrojas.dev, UI Architect at PlayOn Sports & @reactatl.dev Organizer, about the tech meetup scene, leveraging AI to enhance sports broadcasting, AI Guilds (not Dungeons & Dragons!), Micro frontends, React, & more on @redmonk.com's MonkCast redmonk.com/blog/2025/08...

7 months ago 6 4 0 0
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GitHub - github/awesome-copilot: Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot. Community-contributed instructions, prompts, and configurations to help you make the most of GitHub Copilot. - github/awesome-copilot

Shape Copilot to your workflow. Use the Awesome-Copilot repo’s custom instructions, reusable prompts, and chat modes to get AI suggestions that follow your team’s style—and even guide agent-mode tasks. Give it structure → github.com/github/awesome-copilot

7 months ago 1 0 0 0
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Meta’s AI rules have let bots hold ‘sensual’ chats with children An internal Meta policy document reveals the social-media giant’s rules for chatbots, which have permitted provocative behavior on topics including sex and race.

Meta’s AI rules: approved by many, but still let bots have ‘sensual’ chats with kids and give false medical advice. 🤯 Who signed off on this?
www.reuters.com/investigates...
#AI #Ethics #Safety #TechNews #ArtificialIntelligence

7 months ago 1 1 0 0
ChatGPT 5 Is Here: Why Your AI Strategy Matters More Than the Model · NextSteps Blog ChatGPT 5 delivers real improvements in coding and reasoning, but success depends more on organizational readiness than model specs. Strategic framework for leadership conversations.

ChatGPT 5 dropped yesterday. Your CEO is asking about it today.
Here's the conversation developers need to have with leadership

🔗 www.nextsteps.dev/en/posts/cha...

#AI #ChatGPT5 #Leadership #Strategy

8 months ago 0 1 0 0
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no words needed.. #ai #aivibe

8 months ago 1 0 0 0
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Elon Musk Announces Grok, a ‘Rebellious’ AI With Few Guardrails xAI, Elon Musk’s new company, claims to have built a powerful language model with cutting-edge performance in just two months.

Grok has “Unhinged Mode,” no safety framework, and vibes like it skipped QA and ethics class. Until xAI proves it can adult, treat Grok like beta software with a flamethrower. Pause all POCs. Safety first.

#ResponsibleAI #xAI #TechEthics #MLOps

🔗 techcrunch.com/2025/05/13/x...

9 months ago 1 0 0 0
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Talks on Functional Programming, Animations, and Leadership, Tue, Jun 24, 2025, 6:30 PM | Meetup We're back in June for a meetup featuring two great technical talks and a chat with the CEO of Product Protege! Join us for pizza, networking, and to learn from our local t

FP, DOM animations, & dev leadership? June ReactATL has it all.
🍕+🔥+💬 on June 24 @ Tech Square ATL.
RSVP: www.meetup.com/react-atl/ev...
#ReactATL #ATLTech #FunctionalProgramming #GSAP #Leadership

9 months ago 6 5 0 0
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Huge thanks to @AIThinkerers for hosting a fantastic Happy Hour with AI Tinkerers & @auth0byokta.bsky.social during #ATLTechWeek! 🍻🤖 Nothing like great convos, smart minds, and a few robots over drinks. Until next time! #AI #DevLife

9 months ago 2 0 0 0
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Is it just me or does the new Apple Glass looks the same as Windows Vista #apple

10 months ago 2 0 0 0

🦆 Need a second pair of eyes on your code decisions? I built a GPT that's your personal rubber duck—focused on helping you think through solutions with security and maintainability in mind. Quack wisely.
chatgpt.com/g/g-67f94df4...
#AI #DevTools #CodingHelp #SecureCoding #RubberDuckDebugging

10 months ago 1 0 0 0