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Recent posts tagged developers

Level UI • 1 day • in Articles • 9 min read
An MCP server is not a new API. It is a thin layer over the one you already have
Somewhere in the last year, "do we need an MCP server?" joined the list of questions that arrive in a brief before anyone has said what the thing is for. It is usually framed as MCP vs API, as though the Model Context Protocol were a newer kind of AP...
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  • ai
  • api
  • webdev
  • security
9 Reactions 7 Comments
synnaulaid • 2 days • in Articles • 3 min read
From GitHub to Codeberg: Rethinking Repository Management and Personal Website Hosting
Developer1 platforms make it easier than ever to build and publish software. With hosted Git repositories and static website deployment2, an individual developer can maintain a portfolio without managing an entire server infrastructure. However, con...
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  • developers
  • devjourney
  • github
  • codeberg
2 Reactions 1 Comments
Myzubster • 4 days • in Articles • 8 min read
# MyZubster Is Becoming a Network of Independent Creators, Developers and AI Contributors
MyZubster: Building an Open-Source Network of Independent Creators, Developers and AI Contributors From digital comics and urban gardening to decentralized infrastructure, a simpler marketplace and the first experiments with autonomous AI collabora...
  • indipendent
  • developers
  • ai
  • contributors
0 Reactions 0 Comments
alexvoste • Oct 23 • in Discussions • 20 min read
AI Is Not Going to Save You. It Might Not Replace You Either.
forumDiscussion group5 participants post-cover-32203
  • ai
  • news
  • discuss
  • developers
21 Reactions 10 Comments
synnaulaid • Oct 18 • in Articles • 1 min read
A Small Milestone in My Developer Journey
Hey developers! 👋 I wanted to share a small milestone from my journey as an independent developer. After spending quite some time using GitHub Pages' default free domain, I've finally purchased my own custom domain. It might not sound like a big ac...
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  • developers
  • webdevelopment
  • programming
  • devjourney
2 Reactions 1 Comments
Posted in WebDev group
seosiri • Oct 15 • in Articles • 1 min read
Developers: Stop collecting prototypes. Start finishing projects.
AI-assisted coding has lowered the barrier to building software. But a repository full of generated features isn't the same as a finished, tested, maintainable application. When a project stalls, return to the fundamentals: Define the minimum finis...
  • vibecoding
  • developers
  • coding
  • aicoding
1 Reactions 0 Comments
Jonathan Peters • Oct 10 • in Articles • 3 min read
Bleeding-Edge Python on Windows: Overcoming Day-One Setup Hurdles with UV, VS Code, and Git Bash & G
Bleeding-Edge Python on Windows: Overcoming Day-One Setup Hurdles with UV, VS Code, and Git Bash & Gemini AI Diving into a brand-new major release of a programming language is always exciting, but it comes with a unique set of pioneer challenges. R...
  • developers
  • debugging
  • python
  • commands
0 Reactions 0 Comments
Posted in Dev Stories group
Davidsnm • Oct 8 • in Articles • 12 min read
FROM CHATBOTS TO AUTONOMOUS AGENTS: THE REAL ARCHITECTURE OF AI IN PRODUCTION
The Origins: From BASIC to Robotics How did you first get into software development, and what originally attracted you to programming and building software? The day I discovered programming was in my childhood. My father brought me the computer I ...
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  • developercommunity
  • devcommunity
  • developers
  • aiagents
4 Reactions 0 Comments
seosiri • Oct 8 • in Articles • 1 min read
Just for now, forget coding
Can we walk together once again On that secluded forestry path, Where the world faded away And left just you and me? Can we laugh together again, Just as we laughed back then— When nature stood completely still, Listening to our joy?...
  • developerslife
  • developers
  • developer
0 Reactions 0 Comments
Tom Smithverified • 20 hours • in Articles • 9 min read
Developer Weekly Briefing — October 30, 2026
Security dominated this week, but not in the usual way. Two active campaigns turned GitHub configuration files into attack surfaces. Researchers demonstrated that the built-in browsers inside AI coding tools can read your SSH keys. And at Oracle AI ...
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  • agenticai
  • devsecops
  • github
  • localai
6 Reactions 3 Comments
seosiri • Oct 6 • in Articles • 2 min read
How to Prevent Algorithmic Bias When Using AI Tools as MCP Connectors
As developers shift toward agentic AI architectures, the Model Context Protocol MCP has emerged as a groundbreaking standard for connecting LLMs to local data sources, APIs, and development environments. However, hooking a powerful LLM directly into ...
  • mcp
  • ai
  • development
  • developers
1 Reactions 1 Comments
seosiri • Oct 6 • in Articles • 1 min read
🚀 Architecture Shift: Why Cryptographic Tokens Beat Path-Based Routing
Learnt this during a recent pre-strategic development phase. I initially planned to build path-based URLs /company-a, /company-b for individual tenant portals, but the pivot to a Cryptographic Token Model CTM completely outclasses traditional path ro...
  • cryptography
  • development
  • developers
  • softwareengineering
1 Reactions 0 Comments
Mehadi Hasanverified • Oct 6 • in Articles • 1 min read
How Developer Communities Can Grow Organically
Developer communities don’t grow because you simply put up a Discord server, run ads, or post invitations everywhere. They grow when people have a real reason to stay. A few lessons from this article that stood out to me: 🔹 Start with a real probl...
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  • developercommunity
  • devcommunity
  • developers
  • opensource
49 Reactions 4 Comments
Myzubster • Oct 1 • in Articles • 4 min read
Building Portable Reputation from Real Contributions
Building Portable Reputation from Real Contributions Open-source communities already generate enormous amounts of knowledge. The problem is that most of it remains scattered across: pull requests reviews issues documentation tests technical discussio...
  • opensource
  • developers
  • digitalidentity
  • knowledge-graphs
0 Reactions 0 Comments
seosiri • Sep 28 • in Articles • 3 min read
Securing the Pipeline: A DevSecOps Guide to Atlassian Rovo Agent Architecture and Zero-Trust MCP Gat
Integrating Large Language Models LLMs into production pipelines introduces critical data leakage vectors. For platform engineers and security architects, autonomous AI agents present a unique challenge: how do you allow models to interact with li...
  • mcp
  • webmcp
  • ai
  • developers
0 Reactions 0 Comments
Posted in Open Source group
seosiri • Sep 26 • in Articles • 1 min read
🚀 Open-source developers: what are you building next?
SEOSiri is opening up more of its developer ecosystem through developers.seosiri.com — a developer-focused hub for open-source projects, MCP tooling, AI infrastructure, APIs, security, automation, and experimental engineering. The goal isn't just to...
  • opensource
  • development
  • developers
  • devops
2 Reactions 1 Comments
seosiri • Sep 24 • in Discussions • 1 min read
The "Vibe Coder" Reality Check: Validation, Timelines, and Handling Failure
forumDiscussion group2 participants
  • vibecoding
  • discussion
  • coderlegion
  • developers
4 Reactions 2 Comments
seosiri • Sep 19 • in Articles • 1 min read
MCP APIs are changing how AI agents interact with software — but that also changes the security mode
Traditional APIs generally assume a known client making predictable requests. MCP1 introduces a different pattern: autonomous AI agents can discover and call tools at runtime based on a natural-language objective. That creates an important engineeri...
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  • mcp
  • api
  • developers
  • seosiri
0 Reactions 0 Comments
Myzubster • Sep 16 • in Articles • 3 min read
🚀 **Building MyZubster: What if AI preserved uncertainty instead of inventing missing data?**
🚀 Building MyZubster: What if AI preserved uncertainty instead of inventing missing data? I'm building MyZubster, and I'm using a surprisingly simple real-world experiment to explore a much bigger software problem: milk kefir and community knowledge...
  • myzubster
  • developers
  • kefir
  • ferentation
0 Reactions 0 Comments
helkyn-coello • Sep 1 • in Articles • 5 min read
Vibe Coding Won't Kill Developers. It'll Kill the Middle.
When good cameras got cheap, everyone predicted the death of professional photography. The prediction landed wrong. The low end died outright: stock libraries, cheap portraits, mass-event coverage went to anyone with a phone and a free editing app. T...
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  • vibe-coding
  • aicoding
  • developers
  • software-engineering
2 Reactions 0 Comments
helkyn-coello • Sep 1 • in Articles • 5 min read
The Hidden Mental Model That Determines Whether AI Tools Help You
I built a working knowledge base while I was in a one-hour company meeting, waiting for my turn to give my briefing. Even I was surprised at how fast it came together. And it was not a mockup. It was a complete chat interface that connected to nearly...
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  • ai
  • aicoding
  • software-architecture
  • developers
2 Reactions 0 Comments
Shweta Mishra • Aug 30 • in Articles • 4 min read
MCP + Plugins: Stop Connecting Tools. Start Building Developer Workflows.
Your AI coding assistant does not become powerful because you connected more tools. It becomes powerful when those tools are connected to the right workflow, with the right permissions, and enough context to make useful decisions. That distinction ...
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  • mcp
  • ai
  • developers
  • productivity
1 Reactions 0 Comments
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