Over the past few weeks, I've been building Buggy.runhttps://buggy.run/, an AI-powered security scanner that tests the parts of your web app most scanners never reach.

Most vulnerability scanners stop at the login page. Buggy.run logs in with test credentials, explores authenticated pages, and looks for common security issues like SQL injection, XSS, exposed secrets, insecure headers, session problems, and API vulnerabilities.

I built it for developers, startups, and agencies who want an easy way to catch security issues before shipping.

Some highlights:

1. Authenticated security scanning
2. AI-powered vulnerability analysis
3. API security testing
4. OWASP-focused checks
5. Clear reports with remediation suggestions
6. No complicated setup

I'd love to get feedback from the dev community. What features would make a security scanner genuinely useful for your workflow?

Check it out:https://buggy.run/https://buggy.run/

Feedback, ideas, and feature requests are always welcome. 🙌

A birthday cake is much more than a dessert—it is one of the highlights of any celebration. Long after the party ends, guests often remember the cake because it brings together creativity, flavor, and meaningful memories. If you're looking for a custom cake for a boy in Dubai, understanding what makes a cake unforgettable can help you create a memorable celebration.

The first element is personalization. A cake designed around the birthday person's favorite hobbies, sports, superheroes, vehicles, gaming interests, or adventures instantly feels more meaningful than a generic design. These thoughtful details show care and attention while making the celebration unique.

Visual appeal also plays an important role. Bold colors, realistic decorations, handcrafted fondant work, textured buttercream, edible figurines, and modern cake toppers help transform an ordinary cake into an eye-catching centerpiece that guests love photographing.

Flavor is equally important. A beautiful cake should taste just as impressive as it looks. Premium ingredients, moist sponge layers, smooth fillings, and balanced sweetness ensure guests enjoy every bite. Popular combinations such as chocolate fudge, vanilla berry, cookies and cream, red velvet, and pistachio continue to satisfy a wide variety of preferences.

The size of the cake should also suit the celebration. Choosing enough servings ensures every guest enjoys a slice while maintaining the cake's impressive appearance throughout the event.

Working with experienced cake designers allows ideas to be carefully planned and professionally executed. Ordering in advance gives sufficient time for intricate decorative work and personalized finishing touches.

Ultimately, an unforgettable birthday cake combines artistic design, delicious flavor, and meaningful customization. It captures the personality of the birthday celebrant while creating joyful moments that family and friends will cherish. A thoughtfully crafted custom cake becomes more than dessert—it becomes part of the memories that make every birthday truly special.

We've noticed something odd with an AI agent that's handling customer interactions across several markets. Overall metrics look fine, but when we break things down by customer segment, the quality varies a lot. Some groups consistently get accurate, helpful responses, while others experience more misunderstandings, incorrect tool usage, or incomplete answers. Making changes to improve one segment sometimes causes performance to slip for another, so it's becoming difficult to tell whether a new version is actually better overall. How are teams evaluating and optimizing AI agents when performance needs to stay consistent across multiple user groups instead of just looking good on aggregate metrics?

I made SmrtLnks

One simple tool that turns a single link (or QR code) into different destinations based on where your visitor is from.

So instead of juggling multiple links for US/UK/EU, you just share one.

Features:

• Geo-based routing

• Dynamic QR codes

• Click analytics

• Link monitoring

• Custom domains

It’s live now if you want to try it 👇

https://smrtlink.link

If you outsource content, there's a good chance some of it is AI-generated. And your plagiarism checker won't catch it.

We tested ChatGPT output against five major detection tools. Traditional plagiarism checks scored it at 0-4% similarity. Clean pass. No flags.

But AI detection, now built into those same tools, caught it above 90%.

So we went further. We tested five different methods of rewriting ChatGPT content. Manual edits, QuillBot, PlagiarismRemover.AI. Only one method cleared both plagiarism and AI detection.

If your content pipeline touches AI in any way, this data is essential.

Full test results: https://plagiarismremover.ai/blog-post/chatgpt-plagiarism-detection

Free tool to try: https://plagiarismremover.ai/

Without compromising on durability or detail, we at Embroidered Patch CA make it easy to design premium, affordable custom patches online. Our staff carefully transforms digital submissions from clients into vibrant, long-lasting embroidered designs. We use premium fabrics and precise stitching to ensure that every patch looks professional and unique. This simple online process makes buying custom patches online simple and convenient. Visit us right now if you're looking for Canada's top patch manufacturer.

Today we're launching Iron Gorilla.

AI agents are getting access to real business processes: approving claims, reviewing documents, moving data, coordinating operations, and making decisions that have real consequences.

The problem isn't building agents anymore.

The problem is trusting them.

Iron Gorilla gives organizations a way to deploy AI agents with real operational controls. Instead of relying on prompts and hoping for the best, every action is monitored, governed, and evaluated in real time.

What makes Iron Gorilla different:

🦍 Behavioral Trust Scores that measure how agents actually behave over time

🦍 Runtime enforcement that can stop risky actions before they happen

🦍 Full auditability and accountability for every decision

🦍 Built for regulated industries where mistakes are expensive and compliance matters

We believe AI adoption won't be limited by model capability.

It will be limited by trust.

Iron Gorilla is the infrastructure layer that helps companies move from AI-assisted work to autonomous execution—without losing control.

Would love your feedback:

https://irongorilla.ai

Today, we’re excited to launch **GetAnyAPI** — a unified API marketplace built to simplify how developers, startups, businesses, and AI applications access data from across the web.

Modern applications depend on data, but integrating dozens of APIs, managing multiple providers, maintaining scrapers, and handling different authentication systems can quickly become complex and expensive. GetAnyAPI solves this by bringing everything together into a single platform.

With GetAnyAPI, you can access social media data, web scraping APIs, search engine data, business intelligence, e-commerce insights, real estate information, job market data, and hundreds of other data sources through one integration and a consistent developer experience.

Whether you're building AI agents, SaaS products, automation workflows, business intelligence platforms, lead generation tools, market research solutions, or data-driven applications, GetAnyAPI helps you access the data you need faster and more efficiently.

✨ What makes GetAnyAPI different?

• Access hundreds of APIs from one platform

• Unified integration and standardized responses

• Built for AI agents and MCP-powered workflows

• Eliminate the complexity of managing multiple providers

• Scale data collection without maintaining custom infrastructure

• Pay only for what you use

Our goal is simple: make data access as easy as making a single API call.

After months of building, testing, and refining, we're thrilled to finally put GetAnyAPI into the hands of developers and businesses worldwide.

Check it out and let us know what you build with it.

#LaunchDay #GetAnyAPI #API #DeveloperTools #AIAgents #ArtificialIntelligence #WebScraping #DataEngineering #Automation #SaaS #BusinessIntelligence #StartupLaunch

We talked to a lot of developers before building APIFreaks.

The same frustration kept coming up: not that good APIs didn't exist. They did. The problem was managing all of them. One vendor for geolocation. Another for email validation. A different one for WHOIS. Currency data from somewhere else. Every integration meant a new dashboard, a new key, a new pricing model, and a new point of failure.

So we built everything in-house. One platform. One API key. 60 production-ready APIs covering geolocation, WHOIS, DNS, email verification, currency, weather, timezone, OCR, web scraping, and more.

Not stitched together from third parties, built and maintained by our own team.

The goal was simple: a developer should be able to replace half their API stack with a single signup.

If that sounds useful, we'd love for you to try it: apifreaks.com

What's the most annoying API you're currently paying for separately? Curious what the community is dealing with.