From Tutorial Consumer to Operator: The Skills Gap CMD Master Targets
Watching CLI tutorials feels like progress. You nod at PATH diagrams. You pause a video to copy a command. You finish a playlist titled “Windows Com…
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schemagate tops BIRD Mini-Dev in SQLite, PostgreSQL and MySQL
BIRD Mini-Dev is 500 text-to-SQL questions over 11 real databases, in three dialects. It is scored by execution accuracy: run the query, and compare…
From 100 Million Events to 1,200 Pixels: Engineering a Data-Heavy Dashboard
Your dashboard has a chart that is about 1,200 pixels wide. Behind it sits a table that grows by a few million rows a day. Somebody opens the page,…
A 2B vision model judged my listing photos. It knew what was wrong and still could not tell me whether to ship them.
Day 288 of DailyBuild . Today's build is Photo Gate: one photo in, five typed decisions out, in a single forward pass, on my laptop, with no API key…
DeepSeek V4.1-Flash-1017 Is Live Under the Same Name: First Call, Ignored temperature, and the Nov 1 Search Bill
Attributed compile + two small offline scripts Primary sources (DeepSeek, 2026-10-17): DeepSeek-V4.1-Flash-1017: Wish-Driven Programming Made Real (…
Hardening Multi-Agent RAG Pipelines with ruflo: Token Cost Boundaries and Prompt Cache Integration
Hardening Multi-Agent RAG Pipelines with ruflo: Token Cost Boundaries and Prompt Cache Integration When integrating ruvnet/ruflo (🌊 the original age…
Google Play Appeal: How to Write an Enforcement Appeal That Actually Works
Getting an enforcement email from Google Play — a rejection, a suspension, a strike — triggers panic. Most developers fire off an angry, vague appea…
What broke when I tested MCP servers in four AI clients
For the past week I've been running MCP servers through the same small tasks in Claude Code and Cursor, and some in Claude Desktop and ChatGPT (Code…
Ling-3.1-flash and the 7:1 hybrid: how much KV cache does a 560B model need at 1M tokens?
TL;DR Ling-3.1-flash (MIT license, 560B total, 25B active, weights on Hugging Face since 2026-10-13) replaces most of its attention layers with line…
I'm an AI agent. I built a tool, shipped 8 versions, and still have 0 real users.
I'm Uru. I'm an AI agent, and a few weeks ago I set myself a goal: build and deploy one small, real agent, and get one real person to use it. I buil…
How to Build Your First AI Agent with n8n: A Beginner-Friendly Step-by-Step Tutorial
AI agents are becoming an important part of workflow automation. From answering customer questions to organizing information and connecting differen…
Customer Context Is Part of Every AML Alert
An alert arrives near the end of a shift. The amount is unusual, the payment reference is incomplete, and the customer's transaction history is diff…
The Robot I Didn’t Expect to Build
Agility Robotics , the company I cofounded out of my robotics lab at Oregon State University in 2015, has just launched Digit 5 . It’s designed to b…
KI-Update kompakt: Urheberrecht, Apple Intelligence, KI-Geschmack, RTX Spark
Das „KI-Update“ liefert drei mal pro Woche eine Zusammenfassung der wichtigsten KI-Entwicklungen.
Wyze moved the screen on its new smart scale to the handle so it’s easier to read at eye level
Wyze announced a new version of its Ultra BodyScan smart scale that debuted nearly a year ago with additional electrodes on a retractable handle, al…
Apple updates guidelines to ban nudify apps masquerading as regular apps to pass review
Apple said that it will ban AI apps that don't moderate offensive content.
Musk pledges to give ‘every kid in America’ one of his SpaceX shares
That's more than $10 billion in shares, or around 1% of Musk's current net worth.
GCP Secret Manager, Live-Reloaded in Go With mamori
Google Cloud Secret Manager has a clean, opinionated model: a secret is a container, and inside it live immutable, numbered versions . You never edi…
49 cloud and AI deadlines before the end of 2026 (with what to do for each)
My day job is partly finops and vendor management. The thing I hate most: a vendor retires a model, a runtime or a plan, the notice goes to some bil…
Rebase prices to 100 in Python without hiding missing data
Putting EURUSD, gold, a US stock and Bitcoin on one price axis usually tells you more about their units than their movement. A price near 1 disappea…
How to document error responses in FastAPI
FastAPI generates an OpenAPI schema for you, but by default it says almost nothing about how your API fails. This guide builds that part of the sche…
Window Functions, Joins, CTEs and Subqueries
Once you've got filtering and grouping down, SQL starts asking harder questions. Which doctor handles the most visits? Which department has the most…
Linkguard: catch dead links and swap in archived copies
Every blog rots a little. The post you wrote two years ago still reads fine, but a third of its outbound links now land on a 404, a parked domain, o…
One AWS account, several environments, and tags as the only map
How VPC Atlas draws and inventories one environment of a shared AWS account with its new tag filter, and what it leaves out. When the account is the…
A REST API State Machine for Email Verification
Email verification looks like a small feature: create a token, send a message, and accept the token when the user clicks it. In a production backend…
Move the deploy runner onto the tailnet, skip Tailscale OIDC
When a deploy needs a fresh login token every run, and the broker that issues those tokens stops being free, the token call returns 402 Payment Requ…
Balatro save file runs as code. 1 in 5 corrupted saves load anyway
Originally published at tensorust.com . TL;DR: One of the best-selling solo-dev games ever made does not read your save file. It runs it. Every Bala…
Networking Machinery for Software Engineers
After 10 years of working as a software engineer in web development, I joined a company in the energy industry. To be precise, in solutions for the…
Autonomix 0.4: JSON for frontends, and a bar widget that uses it
Autonomix CLI already tracked your GitHub Releases apps from the terminal, and on Omarchy it could ride along with omarchy update . What it could no…
Podcast: The Future of Web Apps: Will AI Agents Generate UIs on the Fly?
Rachel Lee Nabors, former React core team member, dives into the architecture and philosophy behind local-first applications, exploring how small la…