ماذا يتغير في عالم البحث — وماذا يعني ذلك لك.

Technology — منذ 10 ساعات

Stop Saying Kids Can’t Read

Everyone is talking about the reading crisis. But inside the “Mississippi Miracle,” it’s all about comprehension.

اقرأ ←

Web-development — منذ 10 ساعات

What actually got our articles cited by ChatGPT (and what didn't)

A few weeks ago I found out our site had a table of contents that rendered for absolutely nobody. The code was there. The CSS was there. It had been shipping to production for months. It just never a...

اقرأ ←

Web-development — منذ 10 ساعات

I reverse-engineered Claude's undocumented Design API so a file sync wouldn't cost 665k tokens

A build log about protocol archaeology, three wrong guesses, and refusing to trust my own mocks. The token bill that started it Claude Design (claude.ai/design) is a nice place to keep a d...

اقرأ ←

Technology — منذ أسبوعين

AI is hitting entry-level jobs hardest, Stanford study finds

Young employment in AI-impacted fields down 19% compared to more AI-resistant occupations.

اقرأ ←

Web-development — منذ أسبوعين

Same tokens. Different DNA. Why a Texas notebook must not become a parlor.

Most agent "redesigns" are mood boards. Navy glass. A fake dashboard. The dates and proper nouns already in the file never make it onto the page. /reimagine-it is the opposite contract: extract this...

اقرأ ←

Web-development — منذ أسبوعين

Log Level Design and Rotation: Why Apps Use DEBUG/INFO/WARNING/ERROR

Open any application log and you'll see the same kind of message tagged with different labels: DEBUG, INFO, WARNING, ERROR. Why not just write down everything that happens, in one uniform stream? This...

اقرأ ←

Web-development — منذ أسبوعين

99% token accuracy, zero learning. Field notes from fine-tuning vision models with RL.

Over the past year I have been fine-tuning open vision-language models - 9B dense up to a 35B mixture-of-experts - with supervised fine-tuning and GRPO-style reinforcement learning on verifiable rewar...

اقرأ ←

Web-development — منذ أسبوعين

My Caption Width Guard Passed Every Test. It Was Measuring Text the Renderer Never Drew.

Originally published on hexisteme notes. A user complaint sent me into a caption pipeline: "the subtitles cut to two words in places where the sentence doesn't make sense." The fix I shipped for that...

اقرأ ←

Web-development — منذ أسبوعين

Planning Over Execution: Lessons from 157 Agent Runs and the Rise of Orca-Style Agent Fleets

Originally published on tamiz.pro. The field of AI agents has moved rapidly from single-model executors to complex multi-agent orchestration. But after running 157 agent deployments across diverse ta...

اقرأ ←

Web-development — منذ أسبوعين

Building PickTool with Next.js and Laravel: Lessons from Creating a Software Discovery Platform

Finding software is easy. Finding the right software is not. Search for almost any category—email marketing, CRM, productivity, design, or AI—and you will find hundreds of options. Every product pres...

اقرأ ←

Web-development — منذ أسبوعين

Construyendo un recomendador de emparejamiento de expertos

La forma del problema Un directorio es una superficie: el miembro lo abre y adivina. Un recomendador es una superficie de empujar: el sistema propone y tiene que justificarse. La justifica...

اقرأ ←

Web-development — منذ أسبوعين

Architectural Breakdown: We fixed the eval platform we're competing on: a TypeError that crashed thr

We Fixed the Eval Platform: The TypeError That Took Down Three Benchmark Pipelines At 3 AM, Sentry lit up with TypeError: Cannot read property 'map' of undefined. Three benchmark pipelines...

اقرأ ←

Web-development — منذ أسبوعين

Our AI reviewer invented a request. Our producer retried 245 times.

We run ~100 LLM agents unattended on local models. Last week we found one document that had been rewritten 245 times in 5 days — every attempt rejected. A sibling document: 225 times. Combined, about...

اقرأ ←

Web-development — منذ أسبوعين

Proof-of-Antiquity vs Proof-of-Stake: Why Hardware Diversity Beats Wealth Concentration

When Satoshi Nakamoto designed Bitcoin's Proof-of-Work consensus, the goal was simple: one CPU, one vote. What actually happened was very different. ASIC farms centralized mining into industrial wareh...

اقرأ ←

Web-development — منذ أسبوعين

.NET 10 NU1015: Fix PackageReference Without Version Restore Failures

.NET 10 NU1015 turns a PackageReference without a version into a restore error. I like the stricter default because an unbounded direct dependency can quietly resolve the lowest package version. The c...

اقرأ ←