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How defer() in Laravel 11 Made Our API Responses 3x Faster Without Touching a Single Queue

TL;DR: Laravel 11 introduced defer() which runs code after the HTTP response is sent to the user. No queues, no job classes, no workers. Just wrap your fire-and-forget logic in defer() and your API be

dev.to Mar 29, 2026 Read more →

InformationWeek Says Control AI Agent Costs With Process. Here's Why That Won't Scale.

InformationWeek recently published "A Practical Guide to Controlling AI Agent Costs Before They Spiral" — a solid rundown of nine recommendations for managing AI agent spending. The advice is sensible

dev.to Mar 29, 2026 Read more →

I built an open-source real-time LLM hallucination guardrail — here are the benchmarks

What is Director-Class AI? An open-source Python library that guards LLM output in real time. It watches tokens as they stream and halts generation the moment it detects a hallucination. I

dev.to Mar 29, 2026 Read more →

Building with AI Pet Portrait APIs: What I Learned About Image-to-Image Generation

A developer's perspective on the emerging pet portrait AI space — what works, what doesn't, and what the best tools are doing right. I've been exploring AI image generation APIs for the past few m

dev.to Mar 29, 2026 Read more →

Alzheimer's disease mortality among taxi and ambulance drivers (2024)

Score: 21 | Comments: 9

hackernews Mar 29, 2026 Read more →

South Korea Mandates Solar Panels for Public Parking Lots

Score: 159 | Comments: 81

hackernews Mar 28, 2026 Read more →

One of the largest salt mines in the world exists under Lake Erie

Score: 46 | Comments: 30

hackernews Mar 28, 2026 Read more →

TreeTrek – A raw Git repository viewer web app

Score: 8 | Comments: 2

hackernews Mar 28, 2026 Read more →

Bluesky leans into AI with Attie, an app for building custom feeds

Bluesky’s new app Attie uses AI to help people build custom feeds the open social networking protocol atproto.

techcrunch Mar 28, 2026 Read more →

Sealing Paper Packaging Without Adhesives

Score: 20 | Comments: 3

hackernews Mar 28, 2026 Read more →

From 300KB to 69KB per Token: How LLM Architectures Solve the KV Cache Problem

Score: 89 | Comments: 6

hackernews Mar 28, 2026 Read more →

Stop picking my Go version for me

Score: 21 | Comments: 12

hackernews Mar 28, 2026 Read more →

Private equity turned vulnerable elderly people into human ATMs

Score: 106 | Comments: 54

hackernews Mar 28, 2026 Read more →

Mark Zuckerberg texted Elon Musk to offer help with DOGE

While the relationship was once thorny enough that Musk challenged Zuckerberg to a cagefight, things seem to have warmed up by the early days of the second Trump administration.

techcrunch Mar 28, 2026 Read more →

Bring Back MiniDV with This Raspberry Pi FireWire Hat

Score: 76 | Comments: 14

hackernews Mar 28, 2026 Read more →

Show HN: QuickBEAM – run JavaScript as supervised Erlang/OTP processes

Score: 81 | Comments: 11

hackernews Mar 28, 2026 Read more →

Ariane 6 user's manual [pdf]

Score: 35 | Comments: 4

hackernews Mar 28, 2026 Read more →

Stanford study outlines dangers of asking AI chatbots for personal advice

While there’s been plenty of debate about AI sycophancy, a new study by Stanford computer scientists attempts to measure how harmful that tendency might be.

techcrunch Mar 28, 2026 Read more →

CSS is DOOMed

Score: 192 | Comments: 50

hackernews Mar 28, 2026 Read more →

Show HN: Git bayesect – Bayesian Git bisection for non-deterministic bugs

Score: 202 | Comments: 26

hackernews Mar 28, 2026 Read more →
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