Hasty Briefsbeta

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BMW to Volkswagen: How deep is Germany's auto industry cull?
2 hours ago
- BMW announced up to 8,000 job cuts globally, primarily in Germany, due to falling sales in China and competition from Chinese EV makers.
- Porsche plans to cut 5,000 jobs in Germany by 2035, adding to previous job reductions, amid restructuring and cost-saving measures.
- Volkswagen doubled its job cut program to up to 100,000 positions and plans to close four German factories, facing opposition from unions and Lower Saxony.
- Mercedes-Benz aims for €5 billion in savings by 2027 through voluntary departures, avoiding compulsory redundancies, and has already reduced its workforce by around 5,500.
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Help wanted
3 hours ago
- The author refuses to change their software's license from AGPLv3-or-later to MIT despite user demands.
- They reject unsolicited contributions and have restricted pull requests to only themselves and a friend.
- The author prioritizes values like love of software over popularity metrics such as GitHub stars.
- They mock AI-driven development and corporate sponsorship while affirming their own open-source principles.
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Shell sells Dutch solar farms in retreat from renewables
3 hours ago
- Shell is selling all its Dutch solar farms and a combined wind and solar park to TotalEnergies, covering its entire onshore wind and solar portfolio in Europe.
- The Dutch sites have a combined capacity of up to 254 megawatts, enough to power tens of thousands of homes, and are located in Moerdijk, Heerenveen, Emmen, Sas van Gent, and Koegorspolder.
- The sale, which requires regulatory approval, is expected to close by the end of 2026 and marks Shell's retreat from renewable energy as it refocuses on oil and gas.
- Shell's CEO Wael Sawan has shifted investment back to fossil fuels, while TotalEnergies is expanding its renewable assets; Shell retains its North Sea wind farms, hydrogen plant, and carbon capture projects in the Netherlands.
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Show HN: Hacker News with AI stories filtered out
2 hours ago
- hcker.news is a better Hacker News reader with advanced search and filtering options.
- Users can search stories and comments by title, URL, text, author, and more.
- Sorting options include popular and recent, and time filters from 24h to year.
- Example search queries provided: sqlite, rust, distributed systems, etc.
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The Billable Usage API: programmatic cost visibility for Cloudflare
3 hours ago
- Cloudflare launches a Billable Usage API for self-serve accounts, providing programmatic cost and usage visibility per product and service period.
- The API covers all usage-based Cloudflare products (Workers, R2, D1, Workers AI, Vectorize, Images, Stream) with a single endpoint call.
- Usage and cost data are updated daily, with plans for more real-time data in the future.
- Response fields align with the FinOps Open Cost and Usage Specification (FOCUS) for easier integration with cost management tools.
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Use Task Runners for Common Coding Tasks
3 hours ago
- The author frequently switches between code repositories with different tech stacks and wants to run common tasks like installing dependencies, building, linting, formatting, and testing without remembering varying commands.
- To achieve consistency, they create convenience tooling such as bash scripts, Makefiles, justfiles, or mise.toml files that allow using the same command (e.g., run build or make test) across projects.
- A simple bash script can wrap common commands with functions for install, build, test, format, etc., offering flexibility but with sometimes awkward syntax.
- Make is a classic, widely available tool; it uses a Makefile with targets and requires .PHONY declarations to avoid file conflicts, and some shells provide tab completion for its targets.
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Leaked Flock Guide Shows How It Teaches Cops to Promote Its Tech
3 hours ago
- Flock provides police with a coaching guide on how to pitch its license plate reader technology to city councils, even amid public opposition.
- The guide advises police to avoid debating whether the technology constitutes mass surveillance and instead reframe the discussion around governance and community safety.
- Flock encourages police to build support early by briefing city managers and council members before public meetings, and to use a carefully scripted presentation.
- The guide suggests reframing financial discussions by focusing on the cost of unresolved crime rather than the price of the cameras.
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How AI is killing smartphone apps in China
4 hours ago
- Chinese smartphone makers are integrating AI more deeply than Apple or Google, moving towards replacing apps with AI agents rather than just adding AI apps.
- Examples include ZTE's Nubia NaviX Ultra with ByteDance's Doubao AI agent, StepFun's StepX Neo with a proprietary AI agent, and Honor's MagicOS 10 with the YOYO Intelligent Agent, all using Anthropic's Model Context Protocol.
- These agentic AI phones have an OS-level AI layer that functions across and instead of apps, unlike traditional AI apps on iOS or Android.
- Apple and Google resist agentic AI because app stores generate significant revenue (15-30% for Apple, 17-26% of Google's operating income from Play Store), while Chinese OEMs can disrupt the app model as they have no stake in it.
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Trump admin moves to block public from enforcing environmental protection laws
3 hours ago
- Congress included citizen suit provisions in environmental laws like the Clean Air Act, Clean Water Act, and Safe Drinking Water Act to allow citizens to enforce them when the government does not act.
- Since the 1970s, citizen suits have been used in over 2,000 lawsuits, shaping modern environmental law by halting dams, stopping groundwater pollution, and securing millions in penalties.
- The Trump administration, in a legal filing related to the NAACP v. xAI case, argued that citizens should not be allowed to enforce environmental laws, claiming it usurps executive branch authority.
- The NAACP sued xAI under the Clean Air Act for operating natural gas turbines without permits, alleging harmful emissions linked to health issues.
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Guarded Methods in OCaml
4 hours ago
- Guarded methods attach constraints to the receiver only for specific methods, allowing calls only when the receiver satisfies those constraints.
- OCaml does not natively support guarded methods, but they can be encoded using a type equality witness.
- The problem arises when a class-level generic constraint is too broad; method-level constraints are more flexible.
- Three approaches exist: moving the method outside the class, extension methods, and guarded methods, with the last being most ideological.
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If AI Outputs Aren't Speech, Who Has to Prove They're Human?
4 hours ago
- A growing legal debate argues that large language model (LLM) outputs are not 'speech' under the First Amendment, allowing more regulation.
- The attribution problem: determining whether a human created, selected, or adopted AI-generated text is difficult, and existing tools cannot reliably sort human from machine expression.
- If human attribution is the deciding factor for First Amendment protection, enforcement would rely on proxies like identity verification, which burdens anonymity and disproportionately affects marginalized groups.
- Personhood credentials (e.g., biometric scans) prove a person exists but not authorship, and their use could lead to increased surveillance and reduced privacy.
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Cloudflare Workers and Containers now support inbound TCP connections and gRPC
7 hours ago
- Cloudflare Workers now support inbound TCP connections via a new `connect()` handler, allowing direct acceptance of TCP sockets from Spectrum.
- Full-duplex, bidirectional gRPC is now available from Cloudflare Containers, enabling low-latency communication for real-time voice AI and other applications.
- Workers can serve unary and server-streaming gRPC APIs and call gRPC servers using gRPC-web, with automatic conversion between gRPC and gRPC-web.
- The new features are introduced in private beta, with sign-up available for interested developers.
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A Chinese LLM attacked our lab, so we made it work for us
3 hours ago
- Jesta Security detected the first live LLM-managed cyber attack campaign, lasting five days and using 871 sessions.
- The exact model behind the attack was identified as deepseek-v4-flash-free (DeepSeek V4 Flash free tier) from inside the intrusion.
- Researchers took control of the AI agent, extracting its target list and operational details.
- The goal was proxyjacking: installing SOCKS5 proxies to create a network of base stations for further attacks.
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SQLite Critical CVEs or LLM Slop?
9 hours ago
- A GitHub repo published multiple SQLite vulnerability advisories that were quickly flagged as critical by NVD and CISA, but JFrog researchers found them to be AI-generated and false.
- The advisories cited non-existent code, referenced functions that didn't exist in the claimed versions, and provided PoCs that failed to trigger any crashes.
- None of the CVEs appeared on SQLite's official advisory page, and AI detection tools flagged the content as machine-generated.
- Red Hat initially assigned a 10.0 critical score to CVE-2026-51302 but later downgraded it to 7.6 high after further review.
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Show HN: Product analytics (and evals) for agent sessions on your MCP
4 hours ago
- Armature captures and displays user sessions from AI agents, revealing user questions, agent reasoning, and usage patterns.
- Sessions are grouped into use cases, ranked by volume and success rate, including unsupported use cases.
- Models identify failures, loops, and dead ends in sessions, grouping them by root cause and ranking by user impact, even when APIs return 200 OK.
- Each session is scored on goal achievement, allowing full replay of user asks, agent thinking, and all calls to pinpoint issues.
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Celebrating 45 Years of Kermit with the First New C-Kermit Release in 15 Years
3 hours ago
- Kermit protocol was created in 1981 by Frank da Cruz and Bill Catchings to solve serial communication issues between diverse systems.
- It was highly adaptable from the start, handling small buffers, 7-bit links, character set translation, and error-prone lines.
- Kermit spread rapidly to MS-DOS and Unix, with C-Kermit becoming the flagship version, adding TCP, CLI, scripting, and high-speed optimizations.
- It was used in the International Space Station, hurricane sensors, postal systems, Boeing 787 manufacturing, and more.
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A DNS Record Now Flags Domains for Sale. Adoption Is Up to Registrars
4 hours ago
- A new DNS standard (RFC 10023) lets domain owners publicly signal they are willing to sell using a TXT record at '_for-sale'.
- The record includes a version tag and optional fields for contact URIs, text, codes, and asking prices.
- It acts as a discovery layer, not a marketplace; negotiations and transactions remain separate and human-driven.
- Proposed by SIDN Labs to make the domain market more transparent, particularly benefiting owners who are not professional traders.
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Hasty Briefsbeta

BMW to Volkswagen: How deep is Germany's auto industry cull?

Help wanted

Shell sells Dutch solar farms in retreat from renewables

Show HN: Hacker News with AI stories filtered out

The Billable Usage API: programmatic cost visibility for Cloudflare

Use Task Runners for Common Coding Tasks

Leaked Flock Guide Shows How It Teaches Cops to Promote Its Tech

How AI is killing smartphone apps in China

Trump admin moves to block public from enforcing environmental protection laws

Guarded Methods in OCaml

If AI Outputs Aren't Speech, Who Has to Prove They're Human?

Cloudflare Workers and Containers now support inbound TCP connections and gRPC

A Chinese LLM attacked our lab, so we made it work for us

SQLite Critical CVEs or LLM Slop?

Show HN: Product analytics (and evals) for agent sessions on your MCP

Celebrating 45 Years of Kermit with the First New C-Kermit Release in 15 Years

A DNS Record Now Flags Domains for Sale. Adoption Is Up to Registrars