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Milen Dyankov

@milendyankov.com

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13.01.2025
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Latest posts by Milen Dyankov @milendyankov.com

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AI for Application Developers

AI is currently polarized between academic math and "Look ma!" demos.

I feel that we, the app developers, lack the middle ground. We need to understand the abstraction layers below the magical API calls.

I’ll be sharing my notes on the subject as blog posts: milendyankov.com/blog/2026/03...

01.03.2026 19:14 👍 0 🔁 0 💬 0 📌 0

Never ever in my decades-long career have I been so frustrated by the phrase 'You are absolutely right".

05.02.2026 18:58 👍 1 🔁 0 💬 0 📌 0
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Finite and Infinite Startups Three weeks ago, Adam Wathan, the creator of Tailwind CSS, released a podcast containing an honest confession – "We had six months left" – and an explanation of why they had to let some folks go. For ...

I've spent years in companies calling themselves startups. It took me a while to realize the label doesn't imply sameness. It took me even longer to self-diagnose the career friction I experienced. The recent Tailwind story triggered me to write something about it: milendyankov.com/blog/2026/01...

28.01.2026 09:58 👍 1 🔁 0 💬 1 📌 0
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Multi-Hat Disorder - Building Personal Website Like an Enterprise App While I’ve been focused on helping companies grow, my personal brand has taken a hit. I’ve never been interested in being an influencer or a showman, but I’ve come to realize that technical expertise ...

Somehow, revamping my personal website felt awfully similar to designing enterprise software systems. Different scale, same existential dread over choosing the wrong framework. If you find yourself constantly asking "Am I doing this right?", this may help (or not): milendyankov.com/blog/2025/01...

03.01.2026 09:46 👍 1 🔁 0 💬 0 📌 0
Exact Instructions Challenge - THIS is why my kids hate me. | Josh Darnit
Exact Instructions Challenge - THIS is why my kids hate me. | Josh Darnit YouTube video by Josh Darnit

Do you remember this viral video from about a decade ago?

👉 www.youtube.com/watch?v=cDA3...

It was satire, not a design spec for AI agents.

06.11.2025 11:45 👍 0 🔁 0 💬 0 📌 0

For me, AI solves one of the two hardest problems in software development - naming things. It still can't really help much with cache invalidation and off-by-one errors 😜

17.08.2025 13:17 👍 2 🔁 0 💬 0 📌 0

Thank you! I'm happy and grateful I could present it at @DevBcn

12.08.2025 15:54 👍 1 🔁 0 💬 0 📌 0
Milen Dyankov - AI for Java Developers - From Buzzword to Code
Milen Dyankov - AI for Java Developers - From Buzzword to Code Speaker Milen Dyankov Abstract AI is undeniably a buzzword, but it is here to stay. What does this mean for Java developers? Can we design and build applications that harness the power of AI? Most importantly, where do we start? This session focuses on inference—using pre-trained models directly from your code. Instead of relying on proprietary APIs, it'll demystify the "magic" by breaking the AI buzzword down into familiar concepts and components. This will enable you to use AI models as naturally as you would work with databases or workflows. Through live demos, you'll learn to leverage basic embedding models, explore vector databases, and use tools like LangChain4J. By the end, you'll have a practical roadmap to kickstart your journey into Java-powered AI. https://www.devbcn.com

Catch Milen Dyankov's insightful session "AI for Java Developers - From Buzzword to Code" at #devbcn25! He'll dive deep into practical AI applications in Java - don't miss this chance to level up your skills. Check out the session recording: buff.ly/dNQRU2B #DevBcn

12.08.2025 12:01 👍 3 🔁 1 💬 0 📌 1
Milen Dyankov - AI for Java Developers - From Buzzword to Code
Milen Dyankov - AI for Java Developers - From Buzzword to Code YouTube video by DevBcn: The Barcelona Developers Conference

Curious how to start using #AI models from your #Java code? If you have an hour, here is the recording of my "AI for Java developers" talk at @devbcn.bsky.social

youtu.be/UjBUHdfUjVM?...

Let me know if it was helpful.

02.08.2025 19:32 👍 6 🔁 3 💬 0 📌 0
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Once, only elites could read and write—they were the writers. Literacy spread, but few became authors. Writing well still takes skill and craft.

Software dev was once for specialists. Now, no-code lets almost anyone “write code.”

But just like literacy, producing code doesn’t make you a developer.

01.08.2025 08:26 👍 3 🔁 0 💬 0 📌 0

In tests - time. Definitely time.

11.07.2025 16:05 👍 1 🔁 0 💬 0 📌 0
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I was really worried my talk is too basic for #devbcn25 Imagine my surprise when I saw the reviews. Thank you everyone who attended!

10.07.2025 13:25 👍 2 🔁 0 💬 0 📌 0
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The only session I could attend (partially) is the one by @milendyankov.com and I have to say that I liked it very much !
Very well explained, all the concepts related to #AI, the models behind it, what are #LLM's,
@ollama @langchain4j, ... bravo! 👏 🙂

10.07.2025 08:24 👍 4 🔁 1 💬 0 📌 0
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I can literally listen to @brianvermeer.nl all day long without ever getting bored.

09.07.2025 16:42 👍 3 🔁 1 💬 0 📌 1
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From AI hype to hands-on code! @milendyankov will walk Java developers through real use cases in his #devbcn25 session: AI for Java Developers – From Buzzword to Code. Join us July 8–10 in Barcelona!
Details 👉 buff.ly/YpnATm9

02.06.2025 12:02 👍 2 🔁 2 💬 0 📌 0

Would you go for 2.10 or 2.9 when you need the latest version of a library/app?
Asking for my math teacher 😉

30.05.2025 18:23 👍 0 🔁 0 💬 0 📌 0
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Debugger in baggy jeans You squash bugs in oversized hoodies with style. The stack trace fears you.

I am Debugger in baggy jeans. Unleash your inner Duke and win a limited-edition T-shirt! #Java30WithIntelliJIDEA www.jetbrains.com/lp/java-30/d...

30.05.2025 14:05 👍 1 🔁 0 💬 0 📌 0
School of Code students about Pinecone
School of Code students about Pinecone YouTube video by Pinecone

A good #VectorDB is a must-have for AI-powered solutions on top of massive datasets.

But that doesn’t mean this is an experts-only territory. With the right tools and guidance, even newcomers can use #RAG and add genuinely useful #AI to their projects.
www.youtube.com/watch?v=OSB0...

28.05.2025 10:18 👍 0 🔁 0 💬 0 📌 0
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This is where I'll present "AI for Java developers" tomorrow. Today @piotrprz.bsky.social rocks the @jprimeconf.bsky.social scene!

14.05.2025 13:01 👍 2 🔁 0 💬 0 📌 0

Congratulations! Keep up the great work!

14.05.2025 12:55 👍 1 🔁 0 💬 0 📌 0
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Careers | Pinecone Join us in building the database for machine learning. We're looking for talented individuals to help us push the boundaries of vector search technology.

Hey folks, just wanted to let you know we have a few open roles at Pinecone – specifically for Senior/Staff Software Engineers and a Support Engineer. If you or someone you know is looking for a new opportunity, check them out: www.pinecone.io/careers/?utm...

28.04.2025 16:48 👍 0 🔁 0 💬 0 📌 0
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Tool up: Pinecone’s first MCP servers are here | Pinecone We are releasing our first three MCP servers: Pinecone Assistant MCP (remote), Pinecone Assistant MCP (local), and Pinecone Developer MCP (local). Together, the three support the following use cases: ...

I’ve been exploring the land of MCP servers recently. Meanwhile, my colleagues at Pinecone have been building the first official ones for Pinecone’s Database and Assistant. Now that they’re out, I wrote a blog about what those MCP servers are and how to use them: www.pinecone.io/blog/first-M...

24.04.2025 13:07 👍 0 🔁 0 💬 0 📌 0
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The emerging vibe coding field has come up with a new productivity metric: kilos of code 😜

28.03.2025 13:22 👍 1 🔁 0 💬 0 📌 0

So should we now stop using terms like "self-driving" or "autonomous" cars and start talking about "vibe driving" instead? Asking for a friend.

27.03.2025 13:03 👍 0 🔁 0 💬 0 📌 0
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It's heartwarming to get such a comment under a 3-year-old blog post

25.03.2025 10:20 👍 1 🔁 0 💬 0 📌 0
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#AI for @Java Developers - from Buzzword to Code!
Come and learn it from @milendyankov.com - our AMAZING FRIEND!

🗓️ 14-15 May, 2025 📍 Sofia, Bulgaria 🇧🇬

🎫 Grab your pass: jprime.io/tickets

18.03.2025 15:40 👍 1 🔁 1 💬 0 📌 0
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Bluesky CEO: imagine a 'world without Caesars' Jay Graber dunks on Mark Zuckerberg without mentioning his name.

the feminine urge to

10.03.2025 22:56 👍 73642 🔁 9911 💬 1257 📌 804
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How I’m Building a Trump-Proof Tech Stack Without Big Tech The world can no longer trust American tech. If that sounds dramatic, take a step back and consider the facts. The United States is a nation in the thrall of authoritarianism, owned and operated almo...

If you are concerned about privacy, here are a few nice alternatives worth considering:
www.joanwestenberg.com/american-tec...

(found via @myfear@mastodon.online aka @myfear.com here)

02.03.2025 16:25 👍 6 🔁 3 💬 1 📌 0
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The vector database to build knowledgeable AI | Pinecone Search through billions of items for similar matches to any object, in milliseconds. It’s the next generation of search, an API call away.

The time has come to start a new chapter in my career. I'm joining Pinecone.io as a Staff Developer Advocate to contribute to their mission of making AI knowledgeable. Wish me luck in this endeavor.

18.02.2025 17:03 👍 2 🔁 0 💬 0 📌 0

Somehow I only recently discovered the `group(...)` and `groupCollapsed(...)` methods in the Console API. Combined with esbuild's ability to remove all `log(...)` and `debug(...)` from production builds, logging to the browser's console while developing JS/TS apps is a whole new experience.

20.01.2025 10:45 👍 0 🔁 0 💬 0 📌 0