Apid Tech

AI tools for devs are multiplying like npm packages—Copilot, Cursor, ChatGPT, Tabnine, Ghostwriter—each promising to “revolutionize” your workflow while mostly just burning your time.

The truth? There’s no single “best” tool, just the right stack you can actually wrangle without drowning in bloat. Pick what helps you ship faster, ignore the hype, and remember: if you’re spending more time testing AI tools than writing code, the tool is using you.

This... so much this 😅👩‍💻

(comic) AI Chronicles: Vibe code

I’m excited about all of the buzz around Vibe Coding, but… 😬

If you are looking to learn more about Vibe Coding, including some of the risks, please check out the latest buzz from the Apid Tech team. 👩‍💻🐝💬

https://www.apid.tech/the-buzz/vibe-coding-help

Vibe Coding… help! — Apid Tech Vibe coding… help! I’m excited about all of the buzz around Vibe Coding, but…

Vibe Coding 😁
Vibe Debugging 😵‍💫🤕😭

If your team is looking capitalize on the innovations in software development that AI technology brings to the table, but you don't want to risk your business while doing it, we recommend that you bring on a team of experienced pros who can help you realize your dream safely, securely, and in a sustainable way. We regularly work with the 303 Software team and recommend that you reach out and connect with them to discuss your next AI powered solution.

Got an app idea but no clue how to code? Welcome to vibe coding - where AI turns your vision into real software. Just describe what you want, and tools like ChatGPT + Claude make it happen. It’s fast. It’s wild. And yeah, it works... until it doesn’t. That’s where we come in. At 303 Software, we help vibe coders ship products that don’t crash, burn, or bleed cash. Use AI to move fast. Use experts to build right. Ready to vibe smarter? Let’s build something real. #VibeCoding #AItools #AppDev #BuildWithAI #303Software #ChatGPT #Copilot #StartupTech

When women and girls assert themselves, they often get a negative reaction. Women are criticized for being aggressive, and girls are told not to be bossy.⁠
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This happens because of age-old stereotypes that lead us to expect women and girls to be nice and friendly. When they assert themselves, they go against that expectation—and as a result, we tend to like them less.⁠
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When you hear someone criticize a woman or a girl for asserting herself, ask them about it: “That’s interesting. Would you have that reaction if a man/boy did the same thing?”⁠
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Learn how you can help girls reject limiting stereotypes and embrace their leadership superpowers at LeanInGirls.Org.⁠
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✍️ Post by chloe.angyal.writes on X

**Attention small to midsize business owners**

Does your plan for growth this year involve the implementation of new technology, software, or an AI powered solution? Are you running lean and not looking to bring on a full time team?

We can help, and it starts with a consultation about your projects, goals, and what success looks like for you. From there, we have a network of IT professionals and partners with decades of experience that help your team at the fraction you need. The first consultation is always free - book some time with one of our senior experts here https://www.apid.tech/services

This month we are highlighting the importance of technical project management, particularly when it comes to AI solutions, to ensure success. A fractional technical project manager is a project management consultant who works on a fractional basis, providing specialized expertise for specific projects or initiatives without the commitment of a full-time hire. This flexible approach allows businesses to access project management talent without the overhead of a full-time position.

Learn more about the value of Fractional Project Managers at our website, https://www.apid.tech/the-buzz/value-of-project-manager

Why do I need an experienced project manager? — Apid Tech A small business owner who manages everything themselves might think they don’t need a project manager, but hiring one—especially a fractional or part-time PM—can be a game-changer.

👩‍💻 Who is Fei-Fei?
Fei-Fei Li is an AI researcher, Stanford professor, and co-director of the Stanford Human-Centered AI Institute. She’s one of the most influential figures in advancing computer vision and ethical AI.

⚙️ What did she do?
Fei-Fei led the creation of ImageNet, a groundbreaking dataset that helped train modern AI systems to recognize and categorize images—laying the foundation for today’s AI breakthroughs.

She also served as Chief Scientist of AI/ML at Google Cloud, where she championed responsible and inclusive AI development. A fierce advocate for diversity in tech, she founded AI4ALL, a nonprofit that opens AI education and mentorship to underrepresented youth.

📜 Why does it matter today?
Fei-Fei’s work made AI more powerful—but also more human. She’s shown that tech innovation must be rooted in ethics, empathy, and equity. Her leadership is shaping the future of AI as one that reflects all of us.

🔎 Looking Ahead
We’re spotlighting icons like Fei-Fei as we celebrate women leading with brilliance and boldness leading up to ICON: A Conference for Women Leaders in Tech!

🌐 ICON: LEAD. INNOVATE. BREAK BARRIERS.
📍 New York
📅 Oct 9–10, 2025
🔗 Register with link: https://hiretechladies.com/icon

⚠ Security Update


The first quarter of every year is a high volume period for social engineering and malware attacks. There is a rise in the number of attacks that use a series of artificial CAPTCHA prompts to fool users into downloading and running malicious software. This use of malware that *looks* like legitimate security software you commonly see is incredibly effective and highlights the needs to remain vigilant when using web applications.

Fake CAPTCHA websites hijack your clipboard to install information stealers An increasing number of websites use a clipboard hijacker and instruct victims on how to infect their own machine.

💪👩‍💻👩‍🔬👩‍🏭👩‍🎨

Sharing this to shout it louder for the people in the back.

"At 303 Software, women in tech don’t just show up—they lead, disrupt, and redefine the industry."

The Apid tech team has worked with and recommends 303 Software to solve your company's software puzzles and help you get the most out of your software mix.

This month, we’re cranking up the volume for the badass women who make 303 Software unstoppable—leaders, innovators, problem-solvers, and straight-up trailblazers in tech. From driving product breakthroughs to owning client success, their talent, creativity, and relentless drive keep us ahead of the game. At 303, women in tech don’t just show up—they lead, disrupt, and redefine the industry. Here’s to the women of 303 Software—who aren’t just part of the future of tech; they’re building it. #WomenInTech #WomensHistoryMonth #303Software #TechInnovation #BreakingBarriers

From The Buzz... 🐝👩‍💻

“I launched my business by myself, and I manage everything. I got this…”

A small business owner who manages everything themselves might think they don’t need a project manager, but hiring one - especially a fractional or part-time PM - can be a game-changer

Find out how in the latest edition of The Buzz:
https://www.apid.tech/the-buzz/value-of-project-manager