🔥 ข่าวด่วน: tag/devtool - ประเด็นร้อน

Level UI • 20 hours • 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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Ajay Dhungel • Oct 14 • in Articles • 3 min read

Leveraging AWS CodePipeline pipeline and Serverless Framework to deploy a Flask API.

For the past couple of days. I have been working with the Serverless framework. I came to know that you can actually host your flask API that integrates several AWS services such as Lambda, API Gateway, and DynamoDB using this framework. I had to s...

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Knihal • Sep 22 • in Articles • 1 min read

What If Your AI Agent Had Hands?

AI agents are getting surprisingly good at writing code. But here's the problem I've been running into: Writing the code isn't always the hard part. The hard part starts when the agent needs to actually do something with it. Update the database. R...

5 Reactions 2 Comments

alexvoste • Jul 25 • in Articles • 8 min read

Quench 2.0: The Build Tool I Wrote So I Could Stop Fighting Make at 2 A.M.

Hi everyone. Before anything else, the disclaimers, because apparently that's just how I open posts now: I'm not a marketer, I'm not trying to funnel you into anything, and I'm not selling you a single byte. Quench is GPLv3. It doesn't ask you for mo...

15 Reactions 2 Comments

anhmtk • Jun 30 • in Articles • 3 min read

Internet Identity Crisis: GA4 Is Blind, Is Your Web Ready for 1.3 Billion New "AI Citizens"?

In early June 2026, Matthew Prince – CEO and co-founder of Cloudflare – confirmed a historic milestone on X Twitter: For the first time in internet history, automated bot traffic has officially surpassed human traffic. According to real-time data fr...

2 Reactions 0 Comments

Davis Ayomide • Jun 24 • in Articles • 1 min read

Why I chose a Tiered Caching strategy for PixoraCloud.

I’m deep in the lab engineering the Pixora transformation engine using libvips + Go, and I had to make a call on caching: Redis vs. Local Disk. Common mistake: Using Redis for everything. Reality: RAM is fast, but RAM is expensive. If I cache every t...

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Sasisundar • Jun 19 • in Articles • 2 min read

Your MCP Agent is Logging "Sucess: true" While the task never ran

You build an agent. It calls an MCP tool, gets a response, logs success: true, and moves on. Thirty-three minutes later a customer emails asking why their ticket was never created. You pull the logs. Every entry says the call succeeded. You check th...

3 Reactions 1 Comments

saikat de • Jun 10 • in Articles • 4 min read

How I Cut My Anthropic API Bill by 50% With a Local Python Tool

My Anthropic bill doubled two months in a row. Not because I was building something bigger — because I kept asking the same questions, sending bloated prompts, and defaulting to Sonnet for tasks that Haiku could handle. I built a tool to fix it. Here...

4 Reactions 1 Comments

Manthan Bhatt • Apr 8 • in Articles • 3 min read

DevLaunch - I built a Vercel-inspired dev server manager

Every developer who works on multiple projects locally knows the pain. You've got an Ionic app on port 8101, a Laravel API on 8000, and an Angular portal on 4200. That's three terminal tabs, three commands to remember, three processes to track, and t...

3 Reactions 2 Comments

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