Posts by IKONIC

@IKONIC

Ikonic Dibala

I'm a software developer who enjoys building practical applications and solving ...
Joined June 2026
1k Points • 15 Badges • 19 Connections • 19 Followers • 22 Following

Comments by IKONIC

Aug 21 • Articles • 2 min read
If you're building on top of any LLM API, knowing what happens to your request data after the response lands is not optional - it's a design decision with compliance implications. The Mechanism Behind Zero Data Retention Most API providers, by defa...
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Aug 21 • Articles • 2 min read
Every year, smartphone manufacturers take the stage to announce a breakthrough in display technology. One year, the new model is “four times more shatter resistant” than its predecessor; the next, it is “three times more scratch resistant”. While the...
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Aug 20 • Articles • 10 min read
Five statistics about AI failure are doing heavy rotation this year. You have probably met all of them. Forty-two percent of companies abandoned most of their AI initiatives in 2025, up from seventeen percent the year before. Ninety-five percent of g...
Aug 20 • Articles • 4 min read
Everyone repeats that semantic chunking beats fixed-size chunking for RAG. I wanted to know if that was true for my corpus, or just a thing people say. So I built the comparison into EvalBench: one corpus, one query set, three chunking strategies, an...
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Aug 20 • Articles • 2 min read
Most of the AI posts here lately are about agents and coding assistants, so this one goes the other way. It is about the quiet routing and scoring work sitting inside almost every app we build, and why a language model is usually the wrong tool for t...
Aug 13 • Tutorials • 5 min read
Recently, I've noticed that my colleagues go to Confluence and use the old-school way to search for info. So I decided to share the way I search Confluence now. A full example with instructions can be found here: https://github.com/stjam/mcp-conflue...
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Aug 13 • Videos • 1 min read
In this episode of Continuous Delivery Office Hours, Tony Kelly, Bob Walker, and Steve Fenton discuss some of the tangled pathways around AI, the search for efficiency and productivity, and the need to re-focus on effectiveness and outcomes. You'll ...
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Aug 13 • Articles • 7 min read
Your team is playing tonight, your cable subscription just hit $120/month, and you're staring at the bill wondering if any of this makes sense anymore. The short answer: you don't need cable to watch sports. Millions of fans have already cut the cord...
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Aug 10 • Articles • 2 min read
I've spent the last few months building MOT History Free, a UK vehicle history checker — think "paste your number plate, get the full MOT/tax/mileage story" — and wanted to share some of the technical decisions behind it. The problem The UK governm...
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Aug 10 • Articles • 1 min read
Developers get asked this constantly: "I want to move off Wix — what's it going to cost me?" The frustrating truth is there's no flat answer, because Wix simply doesn't offer a clean export. Every migration is partly a manual rebuild. Rough numbers ...
Aug 10 • Articles • 5 min read
Deception Has an Expiration Date. Here's How to Measure It. Why "false completion paths" for AI-driven attackers stop working — and how to know exactly when yours will. There's a moment every defensive deception eventually reaches: the trap that u...
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Jul 30 • Articles • 1 min read
Turn data into a competitive advantage with end-to-end data analytics services1. From data strategy and integration to AI-powered analytics, reporting, visualization, and DataOps, organizations can uncover actionable insights that improve decision-m...
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Jul 30 • Articles • 5 min read
TerraformAgent turns a plain-English infrastructure request into validated Terraform. Six nodes: an orchestrator plans the domains, a researcher pulls AWS docs, a set of domain subagents write code in parallel, an aggregator stitches it together, a r...
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Jul 28 • Articles • 7 min read
https://dev.to/thegamersbaxechief/arokooro-preserving-indigenous-languages-with-gamification-elevenlabs-this-is-a-submission-for-1dl61 What I Built For this weekend's challenge, I built ArokoOro a desktop Scrabble-style word game engineered to help ...
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Jul 28 • Articles • 1 min read
Software quality is often discussed as if it were mainly an engineering preference: developers want cleaner code, more tests, better architecture and additional time before releasing. From the business side, this may look like a conflict between qual...
Jul 28 • Articles • 6 min read
5 Docker Security Mistakes That Leave Your Applications Exposed Docker · Security · DevOps · Self-Hosted · Web Security Docker has become the default way to deploy modern applications. Whether you're running a personal project, an internal dashboa...
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Jul 25 • Articles • 5 min read
Your customers don’t care if you use React or Angular. They care if your checkout works, your app loads, and your data is safe. Everything else is a vanity metric. Yet, I see founders and business owners every day losing sleep over framework debates...
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Jul 25 • Articles • 6 min read
The online card gaming industry continues to expand, and Teen Patti remains one of the most popular choices among players who enjoy strategy, competition, and entertainment. As mobile gaming technology improves, developers are introducing all-in-one ...
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Jul 25 • Articles • 1 min read
> Learning C++ has been a journey full of traps. Here are three I hit — hope they save you some debugging time. 🎣 Trap 1: new + deleteinstead of delete Wrong Code int a = new int3; // delete a; ❌ --> undefined class MyClass{ public: ~MyClass...
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Jul 22 • Articles • 2 min read
In Part 1 of this series, we covered the uncomfortable truth about modern NVMe storage: vendor firmware is built on performance-based deception. Between Flash Translation Layer FTL redirection and flawed Cryptographic Erase implementations, relying o...
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