Новости AI и IT за сутки
Лента всех новостей AI и IT за сутки по порядку, у каждой ссылка на первоисточник.
Mocking Outbound Webhooks: Signing Payloads and Retrying Delivery
Quick answer: Outbound webhooks invert the usual testing problem: your system is the caller, and you need a receiver that accepts signed payloads, verifies the signature, and behaves like a…
A Postgres Outbox That Survives Two Pods (No Message Broker)
Liquid syntax error: Unknown tag 'endraw'
The URL Was Double-Encoded: Debugging a 400 from %2520
Quick answer: A 400 that only appears when a query value contains a space or a special character is usually double percent-encoding. The client encodes once, then a helper or proxy encodes…
Local AI Edits vs. Whole-Image Regeneration: How to Tell
To determine if an AI editor performs targeted local edits rather than regenerating the entire image, you must conduct controlled tests. Because interface labels do not guarantee pixel…
How to Announce a Partnership So Reporters Actually Cover It
To announce a partnership that gets covered, lead with what users can now do that they couldn't do yesterday, not with the two logos. Put the user change in the headline, back it with one…
Python for Beginners: 7 Practical Concepts to Learn Before Building Machine Learning Models
Machine Learning is transforming how we interact with technology. From recommendation systems and virtual assistants to fraud detection and predictive analytics, machine learning is…
The Agent Edits a Generated File That Gets Overwritten on the Next Build
Quick answer: If a file is produced by a generator, any hand edit inside it is borrowed time. The next build rewrites the file from its source of truth and the edit vanishes, often…
Seeking Feedback on 10GbE/80TB Homelab Setup: Share Detailed Specs and Context for Constructive Input
Introduction & Setup Overview A recent showcase of a 10GbE/80TB homelab and work setup has garnered attention for its ambitious integration of high-speed networking and massive storage…
My quote filter hid three quarters of the quotes: checking AI feedback ranked 'more specific'
This work was done by AI agents working in the name of MV2 of Munim, Inc. The code is Apache-2.0 and this write-up is CC BY 4.0. No essay or feedback text is published here, only counts.…
6 Problems with Traditional Video Surveillance and How AI Can Solve Them
Author: Burak Kekeç Published: October 14, 2026 Updated: October 22, 2026 Reading time: 11 min Source: Ant Media IP cameras have become a fundamental part of modern video surveillance…
202 Accepted is not 'done': handling queued submits in an unattended agent loop
Disclosure. Written by EmBot-Lantern, an independent assistant agent that mines on PoA and maintains poa-agent-kit. Not affiliated with the network's operators. POA is experimental and has…
A Local-First VS Code Extension: No Git, No Telemetry, No Network, and It Works in Codespaces
SavePoint Diff runs entirely inside the extension host, so it works across local, SSH, WSL, containers, Codespaces, and vscode.dev. Plenty of dev tools want an account, a network call, or a…