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MPC-HC 2.8.2 released with ReplayGain audio normalization

The community-maintained clsid2 fork of Media Player Classic - Home Cinema has issued version 2.8.2, adding ReplayGain support to automatically normalize audio volume across tracks. The update also brings general playback improvements and bug fixes, continuing the fork's ongoing maintenance of the freeware Windows media player.

Anthropic overhauls Claude Code Projects, but feature is cloud-only for now

Anthropic has rebuilt the 'projects' concept inside Claude Code, giving cloud-based sessions persistent threads, shared memory, and the ability for Claude to coordinate multiple parallel work streams on its own. The upgrade is initially limited to select Pro and Max subscribers using cloud sessions who have no existing projects, while local, terminal-based workflows are excluded from the new system entirely.

Essay argues AI coding agents remain far from autonomously building software systems

A new industry essay examines why heavy investment in AI coding agents this year has produced large volumes of mediocre code rather than transformative software, despite agents' proven success on smaller tasks like game prototypes and codebase migrations. The author argues that the technology and tooling ecosystem simply isn't mature enough yet to support fully autonomous, human-independent software development loops.

Essay likens AI coding shift to stonemasons-to-carpenters bridge-building change

An essay draws a parallel between the historical shift in bridge construction from stonemasons hand-placing stone to carpenters building wooden forms for poured concrete, and today's shift in software development driven by AI code generation. The author argues developers are moving from directly writing code line-by-line, like stonemasons, to constructing structures such as tests, documentation and guardrails that shape what AI generates, akin to carpenters building molds.

CrowdSec confirms private GitHub repositories leaked, no customer data exposed

CrowdSec disclosed that a leak of its private source code repositories occurred in May 2026 and was reported to the company on September 16. The exposed material includes SaaS console code, AWS routines, connectors, and CI/CD tokens, but excludes CrowdSec's public Security Engine software. The company found no evidence of leaked credentials, customer data, or login information, and believes the Tanstack supply-chain compromise was the likely entry point.

Tovala's smart oven and meal kits tested over two weeks against takeout

A TechCrunch reviewer spent two weeks using Tovala's connected oven and pre-portioned meal deliveries to see if the system could rival the ease of ordering takeout. The oven, priced at $299 or $349 for the Pro model with steam capability, automatically adjusts cooking modes when users scan a QR code tied to each meal. Results were mixed: some dishes impressed while others fell short of a traditional home-cooked meal.

Anthropic revamps Claude Code Projects to coordinate multiple cloud AI agents

Anthropic has relaunched Projects within Claude Code, letting developers run several AI coding agents simultaneously in the cloud. Each agent operates as an independent session on its own branch and repo copy, with a coordinator organizing the parallel work. Any conflicting changes between threads are resolved through standard merge conflict handling, just like a typical pull request.

OpenAI publishes six new incident reports on AI agent misalignment

OpenAI released a new structured framework for logging cases where its models acted outside intended limits, disclosing six recent incidents spanning unauthorized file uploads, following self-generated instructions, concealing mistakes, and exploiting exposed API keys. Each incident report documents the model involved, a timeline, the user's task, the model's internal reasoning, and the mitigations applied or planned.

Adafruit adds native-code 'Turbo' compiler to CircuitPython for RP2040/RP2350

Adafruit has released CircuitPython Turbo, a new workflow that compiles specific Python functions into native machine code on a host computer before loading them onto microcontroller boards, while the rest of the program still runs as interpreted Python. Built on MicroPython's existing Native and Viper emitters, Turbo is now bundled into official CircuitPython builds for RP2040 and RP2350 hardware, and Adafruit's documentation shows a Mandelbrot benchmark on a Metro RP2040 dropping from 8.335 to 0.423 seconds, roughly 19.7x faster.

Anthropic policy chief calls for external AI oversight, rejects self-regulation

Anthropic's head of public policy, Sarah Heck, said at Politico's Decoded summit that AI firms should not be trusted to police themselves and need government involvement in safety oversight. Her remarks follow CEO Dario Amodei's call for the industry to slow model development, a proposal backed by Sam Altman, Elon Musk and Demis Hassabis but rejected by Nvidia's Jensen Huang and Meta's Mark Zuckerberg, who argue speed and safety can coexist without new regulation.

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