2026-07-01
How I Engineered a 1.7M Row Product Safety Database to Serve Pages in 66ms on a Single Free VM
How LemonKnows scaled 1.7M PostgreSQL rows, 41,000 recalls, and 7-language support on a free 6GB ARM server with 66ms page loads.
When APIs, Clients, and Infrastructure Are All Right—but the System Is Wrong
This article discusses key software engineering concepts, including development methodologies, testing, automation, code quality, and best practices for delivering scalable and maintainable software solutions.
How to Count Gemini Tokens Locally
This article explores how Gemini tokenizes data and demonstrates how to count or estimate tokens locally. You'll learn how to use the local tokenizer to estimate text token counts offline,...
Fraud Has Moved Outside the Bank. Protection Should Too
Banks are investing heavily in cybersecurity and fraud detection, but AI-powered social engineering attacks increasingly happen outside their systems through calls, messages, emails, and social media. Leading institutions like JPMorgan...
When should you know the point?
Talking to a friend today, she complained about someone wanting her help with a project when that person didn’t even know what the point of the project was. Prima facie...
Building Automated Internal Linking Architectures for High-Volume Content Clusters
Manual linking doesn't scale. Build programmatic, tag-based semantic architectures to automate internal linking, improve site crawlability, and boost authority flow across massive content clusters.
A CERN for AI is a distraction; push for an IAEA instead
TL;DR: There are many conceivable versions of a “CERN for AI.” But the version that seems politically realistic (a new catch-up lab) probably would not do much for safety, while...
AI Won't Replace Product Managers. It Will Call Out the Ones Who Were Coasting.
AI is not the threat to product management. Complacency is. When execution becomes cheap and fast, the only thing that remains scarce is the quality of the decision that precedes...
We Built an Internal Developer Platform. 80% of Devs Stopped Using It After Three Months.
We spent six months and four engineers building an Internal Developer Platform (IDP) using Backstage to reduce cognitive load. Three months after launch, 80% of our engineering team had abandoned...
The Hidden Cost of Manual Deployments and How DevOps Solves It
Discover the hidden cost of manual deployments and how DevOps provides a solution.
Don't Build RAG for Your AI's Memory. Build a Forgetting Machine.
Giving my AI story characters perfect memory made them worse they remembered everything and felt fake. RAG is the wrong tool for narrative. The fix is a recursive summarization "forgetting...
Sure would be great if Oblivion Remastered got patched on PC to coincide with the Switch 2 release
Not that I'm holding my breath.
SharpeBench Tests Whether AI Trading Agents Have Real Edge
SharpeBench is an open-source benchmark for AI trading agents that ranks real edge, not lucky short-term returns.
Japan wants 10 million more robots by 2040, some providing medical care
We’ve learned so much cleaning up after Fukushima, let’s level that up with added AI, says minister
Amelinium 0.8.2 | PPA.pl
Dostępna jest nowa wersja przeglądarki internetowej Amelinium autorstwa Pawła "juena" Nowaka. Wprowadzone w niej zmiany obejmują między innymi obsługę klasycznych ramek (Frames), dodanie przycisku "Stop", który zatrzymuje wczytywanie strony, dodanie...
Saldor
Speed up procurement and AP. Discussion | Link
From Sugar to Ethanol Fuel With a Little Microbial Help
In these trying times it seems appropriate to work through some ‘what if ‘ scenarios, such as the local gas station suddenly not having any more gasoline to sell you,...
Speed #77 | PPA.pl
Wydany został 77. numer packa Speed grupy Nah-Kolor. Najnowsze wydanie zawiera produkcje wystawione podczas dwóch czerwcowych party - Roma.exe oraz Posadas 2026. W numerze znalazł się również raport z party...
AmiGameJam 2026 | PPA.pl
Wystartowała tegoroczna edycja AmiGameJam, czyli konkursu na napisanie nowej gry na Amigę klasyczną (OCS, ECS lub AGA). Tym razem tematem przewodnim jest stworzenie gry sportowej - zarówno zręcznościowej, jak i...
AmigaGPT 3.0.0 | PPA.pl
Cameron Armstrong przygotował nową wersję programu wykorzystującego technologię chatbota ChatGPT. Zmiany obejmują wprowadzenie opcji ustawień profilu, pozwalające zarządzać i konfigurować poszczególne okna programu, zmiana organizacji menu, dodano funkcję pobierania z...
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