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Priyal Walpita

Priyal Walpita

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Jul 6

Your LLM Wrote That SQL. Are You Really About to Run It?

Piping LLM-generated SQL straight into your database is dangerous. Learn the proper NL2SQL architecture — schema linking, AST validation…

Your LLM Wrote That SQL. Are You Really About to Run It?

Priyal Walpita

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Jun 21

AI Isn’t Smart. It’s Just Read Everything…

A 20-watt brain outthinks gigawatt data centers. AI needs a million times more data — and a power plant — to fake what you do for free. So…

AI Isn’t Smart. It’s Just Read Everything…

Priyal Walpita

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Jun 20

Stop Prompting Your Agents. Start Designing Loops….

What an agent loop actually is, the one-line command to build one, and why most of the hype doesn’t apply to you.

Stop Prompting Your Agents. Start Designing Loops….

Priyal Walpita

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Jun 9

Codex Isn’t Really a Coding Tool Anymore….

On April 16, OpenAI quietly changed what Codex is. A year ago it was a command-line tool that wrote code when you typed at it — that was…

Codex Isn’t Really a Coding Tool Anymore….

Priyal Walpita

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Jun 5

Claude Skills, Sub Agents, Agent Teams and Workflows. What to use, when?

Opus 4.8 just added Dynamic Workflows — here’s how skills, subagents, agent teams, /goal and workflows actually differ, and which one to…

Claude Skills, Sub Agents, Agent Teams and Workflows. What to use, when?

Priyal Walpita

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Apr 14

Dark Code in Enterprise Software: Why AI Guardrails Are the Answer

Dark code is inevitable. Unmanaged dark code is catastrophic. Here’s how AI-powered guardrails make the difference

Dark Code in Enterprise Software: Why AI Guardrails Are the Answer

Priyal Walpita

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Apr 10

Use AI Smartly Without Burning a Hole in Your Pocket

The token habits silently draining your AI budget — and practical fixes that work whether you’re a casual user or building production…

Use AI Smartly Without Burning a Hole in Your Pocket

Priyal Walpita

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Mar 29

4 Open-Source AI Projects That Will Change How You Ship Code…. Forever

GStack, Hermes Agent, Superpowers, and Paperclip — the tools turning solo developers into full engineering teams

4 Open-Source AI Projects That Will Change How You Ship Code…. Forever

Priyal Walpita

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Mar 7

OpenAI Just Dropped GPT-5.4 — And It’s Coming Straight for Claude Opus 4.6

The AI arms race just got a whole lot more interesting.

OpenAI Just Dropped GPT-5.4 — And It’s Coming Straight for Claude Opus 4.6

Priyal Walpita

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Mar 6

The Five Levels of AI Coding… Why Most Developers Are Stuck at Level Two

AI-assisted development is everywhere. But are we actually getting faster?

The Five Levels of AI Coding… Why Most Developers Are Stuck at Level Two

Priyal Walpita

Priyal Walpita

Founder and CTO @ The Fine Qubit | Seasoned Software Architect | Expertise in AI/ML , Blockchain , Distributed Systems and IoT | Lecturer | Speaker | Blogger

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