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DEV Community • 2026-04-11 06:23

Nobody Tells You This About Slow Transformer Models — I Fixed Mine in 3 Steps

Hot take: most "my model is slow" problems are not model problems. They're inference problems. And the ML community almost never talks about that gap. Everyone's obsessed with architecture choices, parameter counts, quantization-aware training, distillation strategies... while the actual bottleneck is sitting right there in the inference code, completely ignored. I know because I was doing it wron...

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6m read
DEV Community • 2026-04-11 06:23

Nobody Tells You This About Slow Transformer Models — I Fixed Mine in 3 Steps

Hot take: most "my model is slow" problems are not model problems. They're inference problems. And the ML community almost never talks about that gap. Everyone's obsessed with architecture choices, parameter counts, quantization-aware training, distillation strategies... while the actual bottleneck is sitting right there in the inference code, completely ignored. I know because I was doing it wron...

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6m read
Hacker News: Front Page • 2026-04-11 06:22

Tesla's supervised self-driving software gets Dutch okay, first in Europe

Article URL: https://www.reuters.com/business/teslas-self-driving-software-gets-dutch-go-ahead-boost-eu-ambitions-2026-04-10/ Comments URL: https://news.ycombinator.com/item?id=47727974 Points: 5 # Comments: 0

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1m read
DEV Community • 2026-04-11 06:21

Designing and Optimizing Image Delivery with a CDN

In modern web services, it is no longer enough to handle images the way we did in the past. A long time ago, it was common to generate a few fixed thumbnail sizes when a user uploaded an image, then serve those files as they were. That approach was often good enough. But today, high-density smartphone displays are common, and the same image may need different sizes and formats depending on the cl...

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12m read
DEV Community • 2026-04-11 06:21

I was tired of json-server — so I built a free mock API tool (no signup needed)

Every frontend project I start hits the same wall. I have a UI to build. I know what the API responses should look like. But the backend isn't ready yet. So I spend 15–20 minutes doing the same setup ritual: npm install -g json-server # create db.json # configure routes # run json-server --watch db.json --port 3001 And that's the fast version. If I need CORS headers, custom status codes...

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3m read
DEV Community • 2026-04-11 06:20

Understanding SQL: DDL, DML, and data manipulation

What are DDL and DDL? SQL commands are grouped based on what they act on. Think of a database as a house: DDL builds the house (structure) DML furnishes and maintains the house (data inside it) DDL (data definition language) — building the structure DDL is used to define and manage the structure of your database. It answers questions like: What tables exist? What c...

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3m read
DEV Community • 2026-04-11 06:20

AI-Driven Growth: Indus Towers & L&T's Future Gains with AI

AI-Driven Growth: How Indus Towers and Larsen & Toubro are Leveraging AI for Future Gains In the fast-evolving landscape of technology, artificial intelligence (AI) is no longer just a buzzword. It's a key driver of growth, innovation, and competitive advantage. For Indian retail investors, understanding how major companies like Indus Towers and Larsen & Toubro (L&T) are lev...

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Hacker News • 2026-04-11 06:19

Show HN: Pardonned.com – A searchable database of US Pardons

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1m read
32 Days, One Dev, One App to Replace Them All
DEV Community • 2026-04-11 06:18

32 Days, One Dev, One App to Replace Them All

Imagine walking into your garage, locking the door, and telling yourself: I am going to build a Formula 1 car. Alone. From scratch. No factory. No engineering team. Just you, your tools, and total tunnel vision. Now imagine that 32 days later, the car rolls out of the garage — and on its very first lap, breaks every track record. That sounds absurd. But in software, that is exactly what happene...

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5m read
DEV Community • 2026-04-11 06:16

I Built a Virtual Organization Inside Claude Code -- Now It Manages My Tasks Automatically

Are You Really Using Claude Code to Its Full Potential? If you use Claude Code daily, you've probably hit these walls: You re-explain yesterday's design decisions at the start of every session You dig through Slack or notes trying to remember what was decided last week TODOs you gave verbally are gone when the session ends Technical advice comes back as generic "generally speaking....

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7m read
DEV Community • 2026-04-11 06:16

I built an MCP server that shows your AI agent which files matter — before it breaks something

My AI agent broke a billing function last month. It wasn't wrong about the code. It just didn't know that file touched payments. It had no way to know. That's the problem I built context-ops-mcp to fix. What the agent was doing wrong When I'd ask Claude or Cursor to make a change, the agent would either: Read every file (wasting my entire context window), or Guess which files w...

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DEV Community • 2026-04-11 06:14

I Built a Real-Time Turkish Inflation Tracker — Here's What the Data Actually Shows

I Built a Real-Time Turkish Inflation Tracker — Here's What the Data Actually Shows Turkey has been one of the most closely watched inflation case studies of the past decade. Peak annual CPI hit 85% in late 2022 — levels not seen since the late 1990s. By March 2026, the official TUIK figure had cooled to 30.87%, but that number still masks a lot of structural complexity worth unpacking for develo...

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4m read
The TechBeat: Build a real-time medical transcription analysis app with AssemblyAI and LLM Gateway (4/11/2026)
HackerNoon • 2026-04-11 06:11

The TechBeat: Build a real-time medical transcription analysis app with AssemblyAI and LLM Gateway (4/11/2026)

How are you, hacker? 🪐Want to know what's trending right now?: The Techbeat by HackerNoon has got you covered with fresh content from our trending stories of the day! Set email preference here. ## Want to Have Successful OpenTelemetry Projects? Implement This One Tip By @nfrankel [ 4 Min read ] In this post, I want to tackle a real-world use case and describe which tools you can leverage ...

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Citizen Lab: Law Enforcement Used Webloc to Track 500 Million Devices via Ad Data
The Hacker News • 2026-04-11 06:02

Citizen Lab: Law Enforcement Used Webloc to Track 500 Million Devices via Ad Data

Hungarian domestic intelligence, the national police in El Salvador, and several U.S. law enforcement and police departments have been attributed to the use of an advertising-based global geolocation surveillance system called Webloc. The tool was developed by Israeli company Cobwebs Technologies and is now sold by its successor Penlink after the two firms merged in July 2023

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Lobsters • 2026-04-11 06:01

With AI, you barely need a frontend framework

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1m read
DEV Community • 2026-04-11 06:00

Claude Code vs Codex CLI vs Gemini CLI: Which AI Terminal Agent Wins in 2026?

Quick verdict Claude Code is the most capable AI terminal coding agent in 2026, offering the deepest code reasoning, best multi-file editing, and a proven multi-agent Code Review system. Codex CLI is the best free, open-source option with strong autonomous task execution in sandboxed environments. Gemini CLI wins on context window size and free-tier generosity, making it ideal for large...

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16m read
Stop Blind-CURLing in Production: How I Built an Audit Layer for API Operations
DEV Community • 2026-04-11 05:52

Stop Blind-CURLing in Production: How I Built an Audit Layer for API Operations

If you’ve ever worked in Fintech, you know the feeling. It’s 2:00 PM on a Tuesday, and a production sync has failed. A developer needs to manually trigger a Stripe webhook or hit an internal reconciliation endpoint. In most places, this involves someone opening a terminal, pasting a curl command with a production secret, and hitting enter. As a DevOps, this keeps me up at night. Who executed th...

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Product Hunt — The best new products, every day • 2026-04-11 05:50

MolmoWeb

Open web agents from data to deployment Discussion | Link

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DEV Community • 2026-04-11 05:46

I rewrote my encrypted form tool because I was tired of Cloudflare owning my setup

formseal-embed is a drop-in utility for client side encrypted contact forms. You drop it in, it encrypts submissions in the browser before they're sent, and your backend receives ciphertext it can decrypt on its own terms. That's the pitch. The reality is I had a working version of this before the rewrite and it drove me insane. Every time I touched it I was thinking about Cloudflare. Cloudflare ...

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3m read
DEV Community • 2026-04-11 05:44

Every Trending AI Agent Project Is Reinventing Something Humans Already Built

Every Trending AI Agent Project Is Reinventing Something Humans Already Built I've been watching GitHub Trending for the past six months. The same category of project keeps appearing: infrastructure for AI agents. Look closely and they're all doing the same thing. Taking organizational structures that humans have used for centuries and rebuilding them for agents. The Pattern ...

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4m read
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