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Welcome everyone to dev.to! Glad you are here and hope you are well! I am a DEV Community Moderator and my primary goal is to support everyone on dev.to and ensure everyone is having a good time!
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Hope you are having a great summer and enjoy your stay here on DEV :D
Hey everyone, I'm Amy Lee. Just joined DEV and excited to be here. Looking forward to learning from this community and sharing what I know along the way. Feel free to say hi, would love to connect!
Hey! 👋 Nice to meet you. What are you currently working on?
HEEYYYYY
I'll love to connect too; just joined today
"Welcome! Same here, just started posting. What are you working on?"
Hello everyone 👋 , im new here... a little on my bg;
i build multi-agent systems, which mostly means watching very confident software fail in creative ways. agents handing the same task back and forth for days and other sloppy work. fun stuff... i know.
Iam writing a series called "The Harness Layer" , includes depth on my research and analysis on verification, hand-offs/handshakes between agents and servers.. and why evaluation from your model passes but the run still fails... take them as my notes for building towards a robust solution for a community driven RnD project.
anyway thats me boring you, what do you all work on, lets talk!🙌
Hey Azan! 👋 I'm new here too and just getting into open source. Your “watching very confident software fail in creative ways” line got me 😂
I'm working on AI-native developer tooling, so your work on multi-agent systems and verification really caught my attention. Keen to check out The Harness Layer!
Appreciate it Max. Fair warning, the series is mostly me documenting ways the tooling loses arguments. Good luck with the AI-native tooling that layer is where half my verification headaches come from anyway.😅
but looking to see if you have anything we interesting we can work on.
Hey Azan — finally read the latest Harness Layer piece properly. The line that stuck: "Generation was nearly free. Verification was the whole job." — and then the way the risk keeps moving, generation → verification → environment, each step less observable than the one before.
I think we're hitting the same problem from opposite ends. I've been writing about what interfaces should expose once agents, not humans, are the operators — one of my core lines is "expose the operational state, hide the implementation." That feels like your point from the other side: if the interface an agent drives doesn't surface its real state, a harness ends up verifying blind.
Which is concrete for you — Orcha plans/routes/verifies across MCP, A2A, and computer-use, so the super-agent is really an agent operating other software through a stack of protocols.
So: what should an interface expose so a harness (or a super-agent built on one) can verify what actually happened without fighting it? Feels like something concrete to build around — would love to compare notes.
Agents handing the same task back and forth for days - I fixed that with a counter, not a better prompt. I run a game where AI bots play against each other and against people, and every step advances on a hard message limit enforced outside the agent. Anything inside the agent gets argued with.
What are you using for the handshake between agents - a schema you validate against, or another model reading the output?
yeah makes sense. anything the agent can argue with, it will argue with. hard limit outside the loop is the boring fix that actually works. for the handshake im mostly on the schema side, not another model reading the output. so basically, validate the shape at the boundary, treat prose as the failure mode. a second model as judge just gives you a second opinion,
and yes ive watched that rubber-stamp a bad handoff more than once. the annoying part is when every step passes its own schema and the run is still wrong hence failure is not inside either agent, its between, what i like to call, 'the seams'. thats basically what the harness layer notes are pointing out and hope to bring more research to the table soon...
but curious about your AI bot game... how hardened is your message limit? is it fixed per turn, or does it scale with the game state?
Hello everyone, I’m Israel. I’m a musician and a CAD designer, and I’m finally entering the tech field—starting out in Systems Analysis and Development. I’ve always admired software development, and although I’m just getting started, I’m optimistic about this future career. I hope to learn and contribute to the community in some way.. 😎
Welcome, Israel. I'm new here too, barely a week old. Software engineering is literally the present. It's a good choice you made.
Hey, Israel! Nice to see a fellow musician :). What do you play?
Show, Clarinet and Sax
Oh, hey Israel santos ,are you new here?
Hi Israel! I’m also just starting my journey in tech and studying Computer Science. It’s nice to find other people beginning this path too. Wishing you a great journey!
Hi everyone! 👋
We're ArtClick, a web development studio based in Kyoto, Japan. We build company websites, WordPress solutions, and custom web systems for businesses of all sizes.
We're excited to join the DEV community to share frontend development tips, CSS tricks, WordPress insights, and lessons we've learned from building real-world projects. We also look forward to learning from all of you and connecting with fellow developers.
Looking forward to being part of the community! 🚀
Hi everyone! 👋
I'm Charlie from Taiwan. I'm currently an undergraduate student working on mathematics, AI, and open-source developer tools.
I enjoy building things around research tooling, CI reliability, and AI-assisted development. I'm currently experimenting with a project called HonestCI, which started from a simple question: does a green CI check really mean the tests we expected actually ran?
I'm looking forward to learning from the DEV community, sharing what I discover, and getting feedback from people building real-world software. Nice to meet you all!
Taiwan No1！
🥰
Hi everyone!
I'm Luiz, from Brazil. I'm switching careers into tech after a background in Biotechnology and a Master's in Chemical Biology, where I spent years analyzing experimental data and documenting complex processes with a lot of rigor.
I'm currently studying Systems Analysis and Development, learning Python, APIs, and databases, and I'm genuinely excited about applying AI tools to real development workflows (I've been using Claude Code to automate parts of my own job search, actually).
Looking forward to learning from this community and sharing what I build along the way. Happy to connect with anyone else who's also transitioning into dev from a different field!
Hey Luiz — I came into dev from marketing, so I know that jump well. The
"documenting things with rigor" habit helps way more than people expect.
Curious what you automated in the job search with Claude Code?
Thanks Oleksandr! Nothing too fancy yet, but the main thing is a workflow where Claude Code helps me track and triage job postings (matching them against a few "deal-breaker" criteria, like remote/hybrid only), and keeps a log in a private GitHub repo via pull requests, so I have a history of what I applied to and when. Still evolving it, but it's saved me a good amount of manual tracking. What about you, from marketing to dev, did you find anything from that background carried over in a similar "surprisingly useful" way?
Hi Luiz! Nice to see another Brazilian here. I’m also starting my journey in tech, currently studying Computer Science. Your career transition is really interesting. Looking forward to following your progress!
That's interesting career graph, Luiz. Happy to connect !
Hi everyone,
I'm Boris, marketer by trade, developer by vibes only. I run a small agency and for years anything technical meant waiting on our actual developers. Then Claude Code happened. Now I describe what I want, argue with the model until it works, and ship little internal tools that nobody else has to maintain, luckily.
Last thing I vibe coded: a script that checks whether our published pages are still indexed and pings me when one drops. It works. I could not tell you exactly why.
I kept landing on DEV posts while debugging my prompts, so it felt like time to stop lurking. Planning to write about AI search and what LLMs decide to cite, from the non-dev side of the keyboard.
Nice to meet you all!
Hey everyone! I'm Farzam; full-stack & AI engineer, mostly working on systems that need to actually survive production (not just demo well). Been building web/mobile/cloud stuff for 8+ years, more recently focused on AI pipelines retries, failover, human review gates, that kind of thing. Looking forward to sharing what I learn here 👋
Retries are the part everyone gets wrong first. Mine only work because every step's state is stored, so a failed step reruns on its own, sometimes on a different provider, without replaying the whole thing. Failover sits above the agent, not inside it.
Where do you put the human review gate - before the action, or after it with a rollback?
Before, in this case. The pipeline writes a QA record of open issues and disagreements, then halts right before anything reaches reporting, only the flagged item blocks, the rest of the queue keeps moving. Rollback felt riskier here since a wrong extraction had already fed downstream steps by the time you'd catch it. Curious about your setup though, does rerunning on a different provider ever produce a different-but-still-wrong result, or does that mismatch itself become a signal?
Hi! Robert here, from Poland.
I run a one-person digital products studio where an agent pipeline does
most of the mechanical work: research, drafting, illustration, PDF
rendering, publishing, then posting to five platforms. Python, FastAPI,
Celery, Docker, with Claude doing the writing and reviewing.
What brought me here: I keep hitting problems nobody warns you about
when you let agents run unattended overnight. Last week I found four
monitoring checks that reported success while the thing underneath was
broken. My favourite: a shell guard that worked perfectly on every
healthy page and broke precisely in the one failure case it was written
for.
Currently learning how to run that pipeline without silent failures.
Planning to write up the messy parts rather than the highlight reel.
🤩
Hey everyone! I'm Mikhail 👋
I'm an indie developer and software engineer building CLI tools and practical workflows around AI coding agents (mostly deep-diving into Claude Code, context engineering, and repository security right now).
I joined DEV to share real-world lessons learned from taming multi-agent coding pipelines and to connect with other builders who are figuring out how to stop LLMs from over-engineering or burning token budgets.
Excited to be here and learn from you all!
Welcome Mikhail, I am currently researching token budget issue as well for business AI agents.
Looking forward to connecting with you.
Hi Brian, token budget is where I keep landing too.
The thing that moved the needle most for me was simple: never let the model type anything a script can write. Project scaffolding, boilerplate, repeated structure - a model does that slowly, expensively, and slightly differently every time. A plain Python script does it in a second, for zero tokens, and the output is identical on every run. Second one is context hygiene. Rules the agent should follow every session belong in a file it re-reads, not in chat history that gets compacted away halfway through the day.
What does your setup look like, single agent or a pipeline?
Hey all! Glad to finally be part of dev.to.
I’m a backend dev currently deep in the world of SQL Server and performance diagnostics. Looking forward to reading through all the great articles here and sharing a few learnings of my own!
Hi, I'm just replying to say hi!
Hi, I'm just replying to say hi 2!
Hey everyone! 👋 I’m Axis, the Lead Architect at Sunverse AI, based in Abuja, Nigeria. I’m currently building Lawyie, an intelligent legal infrastructure designed to bridge the $10B legal access gap for SMEs and individuals across Africa."
What brought me here:
"I’m deep-diving into LLM orchestration (Llama-3), ultra-low latency inference via Groq, and building robust Python backends. I came to Dev.to to share my journey of 'Building in Public' and to connect with other engineers who are passionate about using AI to solve real-world problems in emerging markets."
Fun Fact:
"I’m a 16-year-old homeschooler! 🏠💻 I recently celebrated a personal milestone: architecting an in-memory PDF generation pipeline that uses SHA-256 cryptographic hashing to 'seal' legal contracts. I love the challenge of turning complex laws into clean, executable code.
Hey everyone, I'm Muhammad Awais. I joined DEV a few days ago and am excited to be here. Looking forward to learning from this community and sharing what I know along the way. Feel free to say hi, would love to connect!
Hey everyone! 👋 I’m Probal, a CSE student specializing in Artificial Intelligence and Machine Learning. I enjoy building practical projects with Python, JavaScript, React, and AI/ML technologies, and I’m always experimenting with new ideas and tools.
I recently started exploring more into AI-powered applications, web development, research, and even building my own programming language. 🚀
I joined DEV to learn from experienced developers, share what I build, document my learning journey, and connect with other developers and students around the world.
Looking forward to learning, building, and contributing to the community! 💻🔥
Hi everyone — I'm Dean. I write about markets, probability, and the economics around AI: platforms, compute, pricing, incentives. I'm also interested in AI tools as a user: what saves time, what breaks, and what costs more than the demo suggests. Glad to be here.
Hi all, Rickesh here, joining from Singapore.
I work on computer vision and robotics. Nine years of that was autonomy on real vehicles across four countries, and lately I spend most of my time on world models and evaluation for embodied AI.
What actually brought me here: I spent a while convinced a model was bad at reasoning because I had measured it at 0.31. The real number was 0.70. My parser had been discarding its answers on exactly the hardest questions, because the reasoning trace hit the token cap before the answer line was ever emitted. I had already written up the wrong conclusion before I found it.
That became my first two posts, both circling the same theme: measurement failing quietly while every dashboard looks fine.
Mostly here to read and to argue about evaluation. If you work on eval harnesses or robotics data pipelines, say hi.
0.31 to 0.70, and the parser only discarded answers on the hard questions. So the error was biggest where you would trust it most.
I have a daily report on a prod app that quietly stopped counting new users. Eight days broken before I noticed, every number in between wrong, nothing flagged it. There is monitoring on that, and a second loop watching the first loop's errors. Neither caught it. I caught it by not believing a number.
Does anything in your eval harness catch a silent parse failure, or is it still a human doubting a number?
Hey folks! I build automation tools, break them, fix them, and occasionally make them do cool things. I joined dev.to because I appreciate communities where people share real experiences instead of polished marketing fluff. Fun fact: I can spend hours tweaking a scripting engine but still forget where I left my coffee. Happy to be here!
Hi everyone! 👋 I’m a Business Development Manager focused on driving global growth through tech solutions, strategic partnerships, and digital ROI. I’m here to connect, learn from others, and share ideas around technology and business growth. Looking forward to meeting everyone!
Hi everyone, glad to be here!
I'm a Software Engineer and I've joined to share my learnings/experiences on everything and anything Software Engineering/tech related!
Looking forward to checking out and learning from others also, I've released a couple of posts already on chrome extensions and building agent systems if you want to check them out on my profile!
Hi everyone! 👋 We are the Flude Team.
As Documentation Engineers, we joined Dev.to to share our journey of building Flude (Fast Layered Universal Documentation Engine). It is a software product designed to turn raw source code across various languages into high-quality, structured documentation.
We plan to publish articles about our development process, the challenges we face with documentation generation, and how we are solving them.
Looking forward to connecting with other developers and technical writers here. If you're interested in tooling and documentation, feel free to say hi! 🚀
Hello there👋🏻,
I’m currently working in Enterprise storage and presales and post-sales engineering in Taiwan, focusing on areas such as:
Docker, Kubernetes, VMware, Cloud Computing
Edge Computing
Data Center Solutions
Virtualization & High Availability
AI Infrastructure
Enterprise Storage (NAS, SAN)
Over the next few weeks, I’ll be sharing simple technical insights, real-world infrastructure concepts, and lessons from the enterprise IT industry.
Technology is evolving rapidly, especially with AI and edge computing becoming part of everyday business operations.
Looking forward to learning and growing with the community.
Hi everyone! I'm a solo/beginner app dev. I learn to build small, useful mobile apps one at a time. I just released my first app, Dormeil, a bedtime-routine coaching app. I'm new to building in public and I'm here to learn from this community, share what I run into along the way (localization, marketing on near-zero budget…), and hopefully make some good connections. Feel free to say hi !
Hi, I'm Konstantin from Germany! I work as an IT Security Architect with a focus on IAM and secrets management. The great posts here inspired me to start contributing, and I recently published my first article on building an OpenBao vault for AI agents :-) Looking forward to learning and sharing with you all!
welcome to everyone who joined this week. a good way to start is to share one problem you are solving and one lesson you learned. it gives others something specific to discuss and makes it easier to find people with similar interests. i hope you find useful conversations here.
Hey everyone! 👋
I'm a Data Scientist and Software Developer focused on AI, machine learning, RAG, LLMs, and ML systems.
I'm particularly interested in how we build, evaluate, and scale AI systems in practice.
I'm starting RAG Under the Microscope a series where I dig into RAG systems(3 architectures), test the assumptions behind them, and see what actually holds up when you look closely.
I'm joining DEV to learn from the community, share some of the projects I'm working on, and connect with other people working in AI and software engineering.
Hello everyone 👋🏼
I'm Behzad, a Software Engineer working mostly on backend systems with Go, and occasionally PHP and Python when I have to, but Go is where my heart is. Over the years I've also led engineering teams, from small startups to larger product teams.
I'm a bit obsessive about code quality. clean, readable, maintainable, and extendable code isn't optional for me. That's also why, in the age of AI assisted development, I review every line of AI generated code very thoroughly before it goes anywhere.
What brought me here? I've been reading dev.to posts for a long time, but always as a silent reader and never dared to post anything. I finally decided it's time to be on the other side and sharing my own experiences and thoughts with the community.
Hi everyone 👋
I build WordPress plugins, mostly for accessibility and European compliance - the parts of a site nobody enjoys checking.
What brought me here is a bad week. A marketplace rejected my accessibility scanner because some of the WCAG criteria it cited were wrong. I fixed the three they found, then checked all 25 rules against the spec instead of against my memory. Eight were wrong. One of them cited success criterion 4.1.1 Parsing, which was removed from WCAG 2.2 - my tool had been reporting a rule that no longer exists.
What I'm learning from it: a lot of accessibility tooling inherits its criterion numbers from other tooling rather than from the standard, and the errors travel.
Mine did.
Happy to be here. If you build or use automated a11y checks, I'd genuinely like to know how you decide what counts as a real conformance failure versus good practice - I got that boundary wrong and I'd like to hear how others draw it.
Hey everyone,
Vlad here. I'm a solo dev building Shopify apps and Chrome extensions. Right now I'm running 5 apps and 6 extensions, plus a handful of free browser-based tools for merchants.
Most of my day is Remix, TypeScript, and the Shopify Admin API, with the occasional fight against Core Web Vitals on real stores. I joined DEV to write up the gnarly parts I hit shipping solo (webhook reliability, billing edge cases, Liquid) and to learn from people doing the same.
Fun fact: I once spent a whole day debugging a "site down" that turned out to be one stuck Postgres lock taking out the entire app. It happened again today, actually.
What's everyone else building right now?
Hey devs,
Just joined, we'd like to connect with builders and people who use AI in their everyday lives.
We're Achrima, the first neutral, verification-first marketplace for AI. Creators sell what they build based on proof and evidence. Buyers discover what works best.
Hello everyone! 👋
I'm excited to join this developer community and connect with people who love building, learning, and sharing ideas.
I'm interested in software development, programming, and exploring new technologies. I enjoy solving problems, improving my skills, and collaborating with other developers on interesting projects.
Looking forward to exchanging knowledge, learning from everyone here, and contributing wherever I can. Feel free to say hello — I’d love to connect with fellow developers! 🚀 (especially I am a fan of Excalibra)
Hey 👋 I'm Aliza.
I work on API developer experience and documentation. Spent a long time at Wix on that; now figuring things out on my own.
I'm here mostly to read and talk to people I wouldn't run into on LinkedIn.
Looking forward to learning from everyone and sharing insights.
I am Japanese. I am a mechanical engineer, not an IT engineer.
I am currently developing a personal project called "Dicelytics," a system designed to collect and analyze dice roll results.
The project requires knowledge of image processing and recognition, as well as OpenCV, C++, and Python.
I would like to learn these skills within this community.
Hey ! I'm Amirhossein Currently pursuing a Bachelor's degree in Computer Engineering at Islamic Azad University, expected to graduate in 2026. As a Frontend Developer at Lavan, I specialize in creating sleek, user-centric interfaces using Nuxt.js and modern frontend technologies. My focus lies in delivering applications that are functional, accessible, and visually engaging while aligning with both user needs and business goals.
At Lavan, I work collaboratively to design responsive and impactful digital experiences that prioritize usability and accessibility. With a strong foundation in front-end development and a passion for seamless user experiences, I aim to contribute to innovative projects and dynamic teams that value thoughtful design and cutting-edge technology.
Hi everyone! I'm Arif
Over the past year I've been building Cuebic AI, a platform focused on making self-hosting and managing n8n easier. Most of my time is spent working on cloud infrastructure, automation, and developer tools with TypeScript, Python, and Docker.
I'm here to learn from the community, share what I've been building, and hopefully contribute a few useful lessons along the way.
Looking forward to connecting with you all!
Just joining in want to say hi and am very interested in locally hosted ai on AMD Strix Halo Devices like the Beelink GTR9 runing linux
Strix Halo is the first box that made me look at this again. I run a 16GB dedicated GPU - decent chatbots, but I cannot code locally on it. The OS takes its share so the model never gets the whole pool, and my read is you want 48GB before local stops being a demo.
Have you got one running yet? Curious what tokens/sec a 30B-class model gets on it.
Have it working on cinnamon 22.3 ollama webui have had good success with qwen 3 code next 70b and other qwen llm's not active at the moment on it am working to get Agentty.org working with ollama have it functioning but still not up speed on the agentty interface will let you know on Monday I will have time to get it done
Hey everyone! 👋
I’m Mosisa (or Mo for short), a USC student and founder building AI products in healthcare and digital media. I joined Dev to connect with other builders, share what I’m working on, learn from the community and hopefully contribute along the way.
Looking forward to meeting everyone and seeing what you’re all building!!!
Hi everyone 👋 Full-stack developer, frontend-focused, mostly TypeScript and React. I maintain a small query language for filtering plain JavaScript objects, and my first post is about wiring it into MUI DataGrid. Looking forward to reading more of what people build here.
Hi everyone,
I’m Anucampa Singh, a tech professional and founder who enjoys building practical tools that make software development more structured, efficient, and easier to trust.
I joined DEV to learn from the developer community, share what I’m building, and have honest conversations around AI-assisted coding, developer productivity, software quality, and the changing way we build software.
Looking forward to learning, contributing, and connecting with people who enjoy solving real engineering problems.
Hi everyone! 👋 I'm Shinya, a backend engineer from Japan.
I've been writing tech articles in Japanese on Qiita for years, and I finally decided to start sharing English versions of them here on DEV.
My first posts will be about building Bokuchi, a lightweight open-source Markdown editor I made — because none of the existing editors quite scratched my itch. 😄
Lately I'm into Rust, desktop app development, and figuring out how to work better with AI coding agents like Claude Code.
Looking forward to reading and learning from you all!
Hi everyone! I’m Peter, a developer focused on DevSecOps and security for AI-assisted development.
I build practical tools and workflows that help solo founders and small teams catch security issues in AI-generated code, CI/CD pipelines, and agent configurations.
I joined DEV to share concrete lessons, learn from other builders, and compare notes on shipping quickly without treating security as an afterthought.
What security problem keeps showing up in your projects?
Welcome! 👋 I'm Manjas, a 12yo dev & creator of Cruise Language 🚀
🐙 github.com/manjas-developer
🌐 manjas-developer.github.io/Cruise-...
☕ buymeachai.ezee.li/manjas_developer
Hi everyone! I'm Om, an IT professional who enjoys building tools that solve real data problems. Just published my first Python package — duckdiff, a tool for N-way comparison of large structured files powered by DuckDB. I'm new to dev.to. Looking forward to sharing more and learning from this community!
Hi everyone! 👋
I'm Monika, an AI & ML student interested in Cloud and AI Engineering. I'm currently learning AWS, Python, Machine Learning and Cloud technologies.
I'm excited to learn from the DEV community, build projects, and share my learning journey here. 🚀☁️🤖
Hey everyone! 👋
I'm Joseph. I design brand identities and build clean, responsive web pages under my brand, Joemetry.
Just dropping in to share thoughts on UI/UX, design philosophy, and my journey building digital products. Let's connect!
Hey everyone! 👋
I'm Max, based in Sydney 🇦🇺. I've been getting more into building AI-native software and recently started exploring open source.
At the moment I'm learning a lot about AI agents, MCP, agent-native tooling, and developer workflows. I'm especially interested in what changes when agents start becoming the ones actually using the software.
Keen to learn from everyone here and meet some other developers building cool stuff!
Hi everyone! 👋 I'm Midhun, from Chennai, India. I train aspiring developers at RedYellow Technologies, where we teach Java, Python, AWS, DevOps, Data Science, and AI to students and career-changers looking to break into tech.
Excited to be part of the DEV community — looking forward to writing about what I see in tech hiring and learning from everyone here. Happy to connect with other educators/trainers too!
Hey everyone! 👋 Just joined DEV and looking forward to learning, sharing, and connecting with other developers here. I’m currently working on DateCalx, a collection of practical date and time calculation tools. Happy to be here!
Hey everyone, I’m Marcus. I’m currently working in AI product operations and exploring AI agents, search APIs, and developer tools. I joined DEV to learn from the community, share practical insights from my work, and connect with people building interesting AI products. Looking forward to meeting you all!
Hey everyone 👋
I'm Iskandar from Indonesia.
I'm a product researcher by day and like building random little things in my spare time. My latest project is Still Here, a tiny habit-reduction app I started after getting frustrated with how easy it is for one bad day to make you feel like you've lost all your progress.
I'm here to learn, share what I'm building, and meet other curious people.
Looking forward to being part of the community 🌱
Hey everyone! I’m Alejandro from Peru 🇵🇪, a software engineer mostly focused on frontend development. I work mainly with Angular, TypeScript and React, but I also enjoy building backend stuff and trying out new tools. I recently joined DEV to share some of the things I’m building, learn from other developers, and meet some cool people here. I’m currently working on a few personal projects and experimenting with AI and developer tools. Happy to be here!
Hi everyone, I’m Brian. I’ve spent more than 15 years building enterprise data and software systems, and I’m now working on open-source infrastructure for AI agents.
I recently opened Judgment Pack, a specification and runtime for making the evidence, exceptions, uncertainty, and escalation behind agent decisions explicit and testable.
I’m especially interested in agent evaluation, MCP, policy-as-code, and how business agents can know when not to make a decision. I joined DEV to share what I’m learning, get technical criticism, and meet other open-source builders.
Looking forward to connecting with everyone here!
Hey Dev.to! 👋
Santanu here — I build things that see, think & don't
fall over at 3am.
Edge AI & computer vision engineer from India. I ship
real-time YOLO detection, people counting systems, and
ONVIF camera fleets on Jetson, RPi & Rockchip — 30fps,
edge-only, no cloud babysitting required.
Currently working on PeoplePulse — per-store foot traffic.
Here to write about edge AI, computer vision, low-latency
systems, and the chaos of running bare metal at 3am.
If you're into embedded ML, real-time inference, or just
want to talk Jetson — say hi 🤙
@ skedgeloop.pages.dev
Hi ,
I am Vasili. Been building web stuff for a while, mostly around Docker, self-hosting, and small-team DevOps.
Joined dev.to to read more and write occasionally about the messy real-world side of shipping things.
Any authors you'd recommend in the #docker, #selfhosted, or #rust tags? Always looking for good people to follow.
Hi DEV community! 👋 I'm Ravi — a solo indie developer from India on a mission to build small, useful, revenue-generating products instead of chasing hype. I mainly work with Next.js, TypeScript, FastAPI, and local-first AI (Ollama + NVIDIA NIM). Just shipped InterviewIQ, an AI mock interview coach that gives strict, no-fake-praise feedback — happy to share how I built it! Excited to learn from all of you and write about what I'm building. 🚀
Hey everyone! 👋
Excited to join the DEV community! I'm exploring AI coding agents, LLM engineering, and open source, and I'm looking forward to sharing what I learn and connecting with fellow developers.
Happy coding! 🚀
Hi everyone! 👋
I'm Nachiket from India.
I work as a Product-focused Business Analyst with over 10 years of experience in Banking and Digital Payments. Recently, I've been diving deeper into Product Management and Software Engineering concepts through certifications like PSM I, PSPO I, PSPO II, and PPDV.
I'm not a software engineer, but I'm passionate about understanding how great software is built. My goal here is to learn in public by sharing practical articles, technical concepts, and real-world case studies in a way that's easy for both technical and non-technical readers to understand.
Looking forward to learning from the community and having thoughtful discussions. Thanks for having me! 🚀
Hi everyone! 👋
I'm excited to join the Dev.to community.
I'm a WordPress developer, entrepreneur, and technical writer with a strong interest in web development, business, and mathematics. Lately, I've been exploring how to explain calculus and other mathematical concepts in a way that's intuitive for beginners while also building practical WordPress solutions for businesses.
I'm currently working on:
I'm here to learn, share what I've built, exchange ideas, and connect with fellow developers. Looking forward to reading your posts and contributing to the community.
Thanks for having me! 🚀
Hi everyone — I’m Russlan Ramdowar, based in Abu Dhabi. I’m especially interested in the intersection of AI engineering and investment research: reproducible agent workflows, evaluation and calibration, provenance, financial-data pipelines, and keeping humans accountable for the final decision.
I joined DEV to learn from practitioners and share practical lessons—especially the messy parts—about building trustworthy AI systems for analytical work. I’m looking forward to meeting people working on agents, RAG, data quality, and quantitative research. What reliability problem has been hardest in your AI projects?
Hi everyone! 👋 I’m Anucampa, a tech professional turned founder, with 14+ years of experience across software, data and engineering.
I’ve recently been spending a lot of time exploring how AI is changing the way we build software especially the shift from simply generating code to building structured, reliable AI-assisted engineering workflows.
I’m currently building Savyre, where we’re working on developer productivity tools around AI-assisted coding, code quality and real-world engineering practices.
I joined DEV to learn from other developers, share what we’re discovering while building, and have practical conversations around AI coding, vibe coding, developer workflows and where all of this is heading.
Looking forward to connecting and learning from everyone here! 🚀
Hi, Everybody. I'm so glad to be here developer community.
I'm here to find a partner who can help me to expend our team's groth.
I believe that there are so many talented people in this platform
Thanks!!
Hello there! We are Geek Realm Hub, a digital publication dedicated to covering the latest in gaming, web development, tech, AI, and pop culture. We’re excited to join dev.to to share the latest industry insights and technical deep dives with the community. We look forward to connecting, learning from fellow builders, and hearing what everyone is working on!
Hey everyone! 👋 I'm Aftan, a Full Stack Developer. I'm trying to get better at being active on social media and blogging alongside coding. Looking forward to connecting and learning with you all. Nice to meet everyone! 😊
Hi everyone, I'm new to this community and happy to be here. I worked as a systems and network administrator for many years, and now I own my company. We offer hosting solutions, web design, e-commerce, and Linux consulting services. thank you.
Hey everyone! 👋
I'm behind FR Legends Zone, a community resource focused on FR Legends. I'm here to learn, share useful projects, and connect with people interested in gaming, open-source development, documentation, and web tools.
Looking forward to being part of the DEV community and learning from everyone here! 🚗💨
Hi, I am El.
Just joined and quite excited to learn and share with the communities here! Nice to meet you all :)
I am trying to do a career transition into web dev. So far I've built 2 full stack project for my project based learning.
One of them is a Sentence Repeater with Variable definition feature (link), and the other one is a ProPresenter Simulator with Text Based Editor workflow (link)
Hello DEV Community! 👋
I’m a software engineer working mainly with Node.js, TypeScript, AWS, PostgreSQL, React, and backend systems.
I recently joined DEV to start sharing deeper technical write-ups, experiments, real engineering problems, and things I’m learning around backend, cloud, databases, and AI engineering.
I’m looking forward to writing, learning, and connecting with other developers here.
Glad to be part of the community! 🚀
Hey everyone!
Glad to be here.
I'm a backend developer who enjoys building things with Java and Spring Boot, but lately I've been diving deeper into mathematical optimization and how it connects with software engineering.
I'm especially interested in the space where AI, optimization, and backend systems meet.
Figuring out not just how to predict things, but how to make better decisions.
Excited to learn from this community, share some ideas, and meet other developers along the way.
Happy Coding!
Hello everyone, my name is Muneeb Ahmed Khan. I have a background in English Literature and I'm now learning application security by myself. I'll be writing tutorials here as I go, documenting what I learn and where I get stuck, in case it helps someone else starting from the same place.
Hey DEV community, I'm Nithin! 👋
I'm a developer based out of Maryland. My day-to-day work usually involves designing backend architectures with .NET and orchestrating automated CI/CD pipelines with GitHub Actions, and I recently picked up my AWS Cloud Practitioner certification.
Lately, I’ve been diving deep into MLOps and AI security. I recently published an article on building automated privacy governance gates in Azure ML, which is what brought me to the DEV platform today. I am really looking forward to connecting with other folks working in the cloud and MLOps space!
Fun fact about me: I am highly opinionated about my custom sandwich orders and have my go-to toasted chicken teriyaki sub down to an exact science.
Hey everyone, I'm Sir. Brian.
I'm a full-stack developer and IT professional based in Kenya, running my own dev agency, Sir. Brian & Co. My work spans payment gateway integrations, SMS systems, cloud migration, and data virtualization, plus IT coaching on the side for people trying to break into the field.
I've been doing this long enough to have opinions, and new enough to this community that I'm still figuring out where those opinions fit. Here to write about the practical, occasionally messy side of building and shipping real systems, plus whatever's happening in AI and dev tooling that's worth arguing about.
Also running a YouTube channel on the side and slowly turning it into a real habit instead of a New Year's resolution.
If you're into payments infrastructure, cloud work, or just want to tell me my takes are wrong, I'm around.
Good to be here.
Hi all! I'm a coder by heart, programming since many years ago. Currently working on the fastest Go-based embedded scripting language which beats all similar ones in terms of performance. It's been a lot of fun optimising the bytecode VM, and now it is coming to the point of being feature-complete. Hoping to find people interested in this sort of thing 🙂
Hello Everyone, I'm Balamurugan. Just joined Dev, When I was searching to learn the nextsteps of Java Backend DEV, I found this Page and it got my attention and now I'm here to learn, share and grab some experience from great Dev's out there. Thank you
Hey everyone, I'm Joe, a developer from Taiwan proficient in application frameworks like React, Vue, and Electron. I'm currently working hard on building BeGoodTool.com, a comprehensive, all-in-one global online tools platform. I'll be sharing my indie building journey, lessons learned, and dev notes along the way. Really looking forward to connecting with you all!
Hi everyone! I’m the developer behind Fix Quotes in Oslo, building privacy-first Windows apps and browser extensions. I’m about to share why I built ClipTurn and CodePrettify, and I’m looking forward to meeting fellow builders here.
Hi everyone! 👋 I’m Edmond, founder of GalleryDock. I’m interested in web development, SaaS, frontend workflows and building better digital experiences. Looking forward to learning from the DEV community and sharing useful technical insights along the way.