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A bit late to the party, but I've been named an @AdobeCommerce Champion for the 2026-2027 class!
I have been in this community since the #Magento 1 days: core maintainer, more than 300 merged PRs, and tons of events run almost entirely by volunteers. The platform has changed names a couple of times since then. The people mostly have not.
Congratulations to everyone else in the class, across Commerce, Analytics, AEM, Experience Platform, Marketo Engage and Workfront.
And thank you to the community itself. Nearly everything I know about commerce, I learned from people in it giving their work away for free.
Miguel Balparda retweeted
Two classes extremely bad cyber vulnerabilities disclosed in the last 24 hours. The first potentially impacts everyone online. The second impacts nearly everyone running a server.
tl;dr: Everyone should upgrade their OS and Browser as soon as possible. If you run a server you should upgrade PHP (or ensure it’s removed if you’re not using it) as soon as possible.
The first class of vulnerabilities is a set of root TLS certificates that were discovered to have a trivial private key. Literally the number 4. These roots were controlled by #eMudhra. The problem is that with that an attacker could create a certificate and, if they could get in the traffic flow, intercept traffic to any site or service. The solution is to stop trusting certificates issued by these vulnerable roots. Upgrading your browser and OS is the fastest way for most Internet users to do this.
The second class of vulnerabilities doesn’t apply to most consumers directly, but does apply to most anyone running a server. These vulnerabilities have been dubbed #php2shell. PHP is one of the most widely used web programming languages. It’s estimated 70% of websites run on PHP. These vulnerabilities allow an attacker to send a crafted set of queries to a server running PHP and potentially take over the server. From there they could potentially read, modify, delete, or repurpose anything on the server. The solution is to upgrade PHP to the latest version ASAP. Even if you’re not using PHP for your web development, it’s often included by default. So make sure it is either upgraded or fully removed.
@Cloudflare received advanced warning of both of these classes of vulnerabilities. We’ve ensured that where we act as a proxy we are no longer trusting the vulnerable roots. We are also reviewing certificate transparency (CT) logs for any sign the vulnerability was exploited before its disclosure. We have not found any evidence but CT logs are not perfect and a sophisticated attacker who knew about the weakness could have exploited it without a new certificate being logged.
For the PHP vulnerabilities, we have deployed mitigations available for all customers for free. Because of the complexity of the vulnerabilities and number of ways it can be exploited, we also released new WAF capabilities that are unique in the industry to catch the exploit based on the response. These too are available for every Cloudflare customer for free.
Even if you are taking advantage of Cloudflare’s protection, it is important to upgrade your OS, browsers, and PHP installations as soon as possible. We can provide a strong bandaid, but the best protection is to fix the underlying problem.
If you’re interested in learning more, you can read our blogs:
Vulnerable roots: blog.cloudflare.com/emudhra-…
PHP vulnerabilities: blog.cloudflare.com/php-vuln…
Miguel Balparda retweeted
A bit late to the party, but I've been named an @AdobeCommerce Champion for the 2026-2027 class!
I have been in this community since the #Magento 1 days: core maintainer, more than 300 merged PRs, and tons of events run almost entirely by volunteers. The platform has changed names a couple of times since then. The people mostly have not.
Congratulations to everyone else in the class, across Commerce, Analytics, AEM, Experience Platform, Marketo Engage and Workfront.
And thank you to the community itself. Nearly everything I know about commerce, I learned from people in it giving their work away for free.
Miguel Balparda retweeted
🇦🇷🏆 ¡¡SON HISTORIA PURA!! ¡SOFI CAIRO MARCÓ SU PENAL Y LAS LEONAS SON CAMPEONAS DEL MUNDO POR TERCERA VEZ EN SU HISTORIA! ¡LA TERCERA ESTRELLA LLEGÓ PARA EL HOCKEY FEMENINO! 🇦🇷🏆
📺 Todos los partidos de #HWC2026 en Disney+ Plan Premium

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Miguel Balparda retweeted
Didn't expect to learn something new about DNS...
But I did! This new record type has been standardized in 2023. Completely missed that.
And its already used: Cloudflare automatically adds it to indicate http2 and http3 support with the available ip adresses
Miguel Balparda retweeted
WordPress on @vercel Fluid with Active CPU from a single 𝙳𝚘𝚌𝚔𝚎𝚛𝚏𝚒𝚕𝚎.𝚟𝚎𝚛𝚌𝚎𝚕. MySQL on @planetscale. 30s deployments incl. "𝚍𝚘𝚌𝚔𝚎𝚛 𝚋𝚞𝚒𝚕𝚍" in the cloud. Just one command: 𝚗̶𝚘̶𝚠̶ 𝚟𝚎𝚛𝚌𝚎𝚕.
Miguel Balparda retweeted
Vercel Ship (so far)
▲ Vercel Services
— Run full stack on Vercel
— Microservices on Vercel
— Private service comms
▲ eve
— The framework for building agents
— Durable agents with one folder
— Sandboxing, approvals and evals
▲ WebSocket support
— Persistent connections
▲ Vercel Functions
— Dockerfile support
— 5 GB packages, 30 min
— Zero-config Node servers
▲ Vercel Agent in Dashboard
— Autonomous investigations
— Plan-based permissions
— Fixes surfaced as PRs
▲ Vercel Container Registry
— Container images on Vercel
— OCI push, pull and tag
▲ Vercel Sandbox
— Custom images
— Persistent sandbox storage
— 24 hour runtime + expiration
▲ AI SDK 7 + agent harnesses
— Toolkit for building agents
— Coding-agent harnesses
▲ Chat SDK
— Multi-channel agents
▲ Access & security
— Vercel Passport: OIDC access
— Vercel Connect: external services
— OIDC audiences + Audit Logs
▲ Enterprise apps and agents
— Security posture dashboard
— Vercel Functions in your cloud
▲ AI Gateway
— Voice, speech and transcription
— API key budgets
▲ Vercel Blob
— Private blob storage
— Signed URLs and OIDC auth
▲ Builds & deployments
— 500 concurrent builds for Pro
— Vercel Drop
— Elastic builds
▲ Vercel CLI
— Speed Insights + Web Analytics
— Trace any request
— Deployment limits removed
▲ Observability
— Trace eve sessions
— Trace Workflow runs
▲ Workflows
— Inflight cancellation
— Nitro v3 + TanStack Start
▲ SDK-free Vercel Flags
— No SDK keys
Miguel Balparda retweeted
Here's my update to the broader community about the ongoing incident investigation. I want to give you the rundown of the situation directly.
A Vercel employee got compromised via the breach of an AI platform customer called Context.ai that he was using. The details are being fully investigated.
Through a series of maneuvers that escalated from our colleague’s compromised Vercel Google Workspace account, the attacker got further access to Vercel environments.
Vercel stores all customer environment variables fully encrypted at rest. We have numerous defense-in-depth mechanisms to protect core systems and customer data. We do have a capability however to designate environment variables as “non-sensitive”. Unfortunately, the attacker got further access through their enumeration.
We believe the attacking group to be highly sophisticated and, I strongly suspect, significantly accelerated by AI. They moved with surprising velocity and in-depth understanding of Vercel.
At the moment, we believe the number of customers with security impact to be quite limited. We’ve reached out with utmost priority to the ones we have concerns about. All of our focus right now is on investigation, communication to customers, enhancement of security measures, and sanitization of our environments. We’ve deployed extensive protection measures and monitoring. We’ve analyzed our supply chain, ensuring Next.js, Turbopack, and our many open source projects remain safe for our community.
The recommendation for all Vercel customers is to follow the Security Bulletin closely (vercel.com/kb/bulletin/verce…). My advice to everyone is to follow the best practices of security response: secret rotation, monitoring access to your Vercel environments and linked services, and ensuring the proper use of the sensitive env variables feature.
In response to this, and to aid in the improvement of all of our customers’ security postures, we’ve already rolled out new capabilities in the dashboard, including an overview page of environment variables, and a better user interface for sensitive env var creation and management. As always, I’m totally open to your feedback.
We’re working with elite cybersecurity firms, industry peers, and law enforcement. We’ve reached out to Context to assist in understanding the full scale of the incident, in an effort to protect other organizations and the broader internet. I also want to thank the Google Mandiant team for their active engagement and assistance.
It’s my mission to turn this attack into the most formidable security response imaginable. It’s always been a top priority for me. Vercel employs some of the most dedicated security researchers and security-minded engineers in the world. I commit to keeping you updated and rolling out extensive improvements and defenses so you, our customers and community, can have the peace of mind that Vercel always has your back.
Miguel Balparda retweeted
To check if your Google Workspace has been compromised by the same tool that compromised Vercel:
1. Go to admin.google.com/ac/owl/list…
- This is Google Admin Console > Security > Access and Data Control > API Controls > Manage app access > Accessed Apps
2. Filter by ID = 110671459871-30f1spbu0hptbs6…
- This is the ID of the compromised OAuth app
If you see an app after filtering, you have potentially been compromised
Miguel Balparda retweeted
Google has deleted the account but I’m confident the third party AI tool that vercel mentioned in the blog post is context[.]ai based on a now removed chrome browser extension listing linked to an oauth grant in the same account id
We’ve identified a security incident that involved unauthorized access to certain internal Vercel systems, impacting a limited subset of customers. Please see our security bulletin:
vercel.com/kb/bulletin/verce…
Miguel Balparda retweeted
$300 mini PC running 26B parameter AI models at 20 tok/s.
Minisforum UM790 Pro ($351) + AMD Radeon 780M iGPU + 48GB DDR5-5600 + 1TB NVMe.
The secret: the 780M has no dedicated VRAM. It shares your DDR5 via unified memory. The BIOS says "4GB VRAM" but Vulkan sees the full pool.
I'm allocating 21+ GB for model weights on a GPU with "4GB VRAM." The iGPU reads weights directly from system RAM at DDR5 bandwidth (~75 GB/s). MoE only activates 4B params per token = 2-4 GB of reads. That's why 20 tok/s works.
What it runs:
- Gemma 4 26B MoE: 19.5 tok/s, 110 tok/s prefill, 196K context
- Gemma 4 E4B: 21.7 tok/s faster than some RTX setups
- Qwen3.5-35B-A3B: 20.8 tok/s
- Nemotron Cascade 2: 24.8 tok/s
Dense 31B? 4 tok/s, reads all 18GB per token, bandwidth wall. MoE same quality? 20 tok/s.
Full agentic workflows via @NousResearch Hermes agent with terminal, file ops, web, 40+ tools, all against local models. No API keys. Just a box on your desk.
The RAM is the pain right now. DDR5 prices 3-4x what they were a year ago. But the compute is free forever after you buy it.
@Hi_MINISFORUM
@ggerganov llama.cpp + Vulkan + @UnslothAI GGUFs + @AMDRadeon RDNA 3. Fits in your hand.
#LocalLLM #Gemma4 #llama_cpp #AMD #Radeon780M #MoE #LocalAI #AI #OpenSource #GGUF #HermesAgent #NousResearch #DDR5 #MiniPC #EdgeAI #UnifiedMemory #Vulkan #iGPU #RunItLocal #AIonDevice
Hoy tenemos de invitado en el stream a @julian_gargi, creador de Gravl (app que uso mucho), vamos a hablar de como y por que la desarrolló, como fue armar el producto, que la hace facturar +500k USD por mes y que perfiles busca contratar hoy para laburar con el.
Nos vemos 🤝
⬇️ BET DOWN @ 38.5¢
▸ Edge: -12.9% | Confidence: 9/10
▸ Stake: $165 | Bankroll: $1675
💰 16W/4L | P&L: +$675
📅 Sat, Mar 7, 07:44:19 AM
#BTC #Polymarket
Miguel Balparda retweeted
Introducing the Google Workspace CLI: github.com/googleworkspace/c… - built for humans and agents.
Google Drive, Gmail, Calendar, and every Workspace API. 40+ agent skills included.




























