ai-app

AI Systems at Scale: Context Engineering, Automation Stacks, & ERP Integration

Today's highlights cover crucial techniques for building scalable AI systems, focusing on context engineering and memory...

2026-06-10 cloud-ai

Claude Fable 5, Azure APIM Unified AI, & Claude Desktop VM Resource Use

Anthropic has released its new 'Mythos-class' Claude Fable 5 model, while Azure API Management introduces a Unified Mode...

2026-06-10 Database

SQLite `ON CONFLICT DO SELECT` Proposal, PostgreSQL 19 Features & SQLite Critical Bug

This week in databases, a proposal seeks to expand SQLite's `ON CONFLICT` clause to match PostgreSQL 19's `DO SELECT` fo...

2026-06-10 hardware

CUDA for AMD Lemonade, Intel Arc Pro Linux Gains, XPU Manager 2.0

Today's top GPU news highlights include AMD's Lemonade SDK gaining NVIDIA CUDA support, significant performance improvem...

2026-06-10 local-ai

Cohere's North Mini Code, LLM Token Optimization & OpenMed Healthcare AI Highlight Local AI Advancements

This week, we spotlight a new developer-focused model, critical insights into LLM token management for efficient local i...

2026-06-10 security

reCaptcha's New Phone Verification, macOS Container Tool v1.0.0, and AI Model Trust Issues

This week, reCaptcha introduces new device-based verification, impacting authentication and bot defense. Apple launches ...

2026-06-10

GPU & Inference

INT8 Q/DQ Calibration on Blackwell: 1.8× the TRT 10 + FP16 Baseline

A practical walkthrough of doing INT8 post-training quantization the right way on RTX 5090 + TensorRT 11. 1,500 stratifi...

2026-06-10 Web & Infrastructure

Cloud Is a Luxury Car — Two Philosophies of Building Data Apps in 2026

There are two coherent ways to build data applications in 2026. One pays a vendor to skip the assembly. The other assemb...

2026-05-19 Web & Infrastructure

Cloudflare Tunnel as the Indie Developer's Public IP

For most of the internet's history, exposing a service on your own machine to the public web has been a small nightmare....

2026-05-19 AI Architecture

The Insight-Free Property of Vendor RAGs — A Feature, Not a Bug

Ask a vendor-run documentation RAG to compare its product to a competitor and you will get back the politest non-answer ...

2026-05-19 Developer Tools

The `uv` Era — Disposable Python Environments and What OpenAI's Astral Acquisition Means

uv made venv obsolete. PEP 723 made requirements.txt optional. And in March 2026, OpenAI bought the whole stack. Here is...

2026-05-19 Database

Building a Hybrid RAG in 200 Lines — SQLite + FTS5 + sqlite-vec + RRF

A complete walkthrough of a production-shaped hybrid retrieval system in a single Python file. BM25 keyword search via F...

2026-05-19