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startup-projects

Show HN: Alternative to Nvidia Auto-Ontology

This repo provides an alternative to the ontology compiling capabilities of NVIDA Auto-Ontology.The main difference is that it builds the ontology from most of your existing data assets (transformation code, dashboards, docs), instead of building it from your warehouse and semantic layer only.It consists in skills and python scripts that ingest the metadata and docs your team already has, and compile them into YAML and Markdown files structured in a file tree that an agent can use as context to query your data.When your existing asset contradict, or reveal a gap in the business context around your data, it writes down questions for you and your team instead of guessing a plausible meaning.It runs locally in any coding agent. Comments URL: https://news.ycombinator.com/item?id=50363667 Points: 1 # Comments: 0

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Hacker News Show HN
design-workflows

v0.44.0

ComfyUI v0.44.0 introduces multiple new partner nodes for tools like Patina, VEED, BFL, Ideogram, Pruna, MiniMax, Topaz, Sonilo, and OpenAI, adding features such as higher resolution video upscaling, context window editing, and new models. Enhancements include support for ProRes and custom chroma subsampling in video saving, improved frontend handling with pinned versions, optimized tensor comparisons, and better VAE compute dtype control. Performance optimizations address redundant concatenations and memory management, while bug fixes resolve crashes related to VAE decoding and prefetch queue cleanup. The release also updates workflow templates, embedded documentation, and default settings, with contributions from new developers.

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ComfyUI releases
agent-frameworks

v1.19.0 - Trace Your Workflows, Layer by Layer

Dify 1.19.0 enhances observability with nested workflow tracing, allowing users to follow execution steps inside Workflow Tools, inspect LLM calls, and maintain context across nested invocations. The release also enables portable app packages via App packages, improves Agent file uploads and previews, introduces Skill Hub automation through CLI commands, and upgrades the bundled plugin daemon to version 0.6.14-local. Key changes include support for format v2 app packages, enhanced security, improved editing workflows, and updated environment variables and API endpoints.

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Dify releases
coding-engineering

Tencent Hy4 now available on AI Gateway

Hy4, Tencent's latest AI model with vision capabilities, is now available on Vercel's AI Gateway at 50% off through December 31, 2026. It supports reasoning, tool calling, structured outputs, image input, and a 1M-token context window. Hy4 excels in detailed image analysis, complex chart reading, and computer use across command-line and graphical interfaces. It outperforms its preview version in instruction following, long-context handling, and deep research tasks. Users can access it via the model name 'tencent/hy4' in supported tools like Claude Code, Codex, and Cursor after setting up the Vercel CLI. AI Gateway offers unified API access, usage tracking, cost management, and performance optimizations with no markup or platform fees.

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Vercel
coding-engineering

LongCat 2.5가 이제 AI 게이트웨이에서 사용 가능합니다

Meituan의 LongCat 2.5가 이제 AI Gateway를 통해 이용 가능하며, 향상된 시각적 이해력, 코딩 기능 및 복잡한 코드베이스와 프로젝트 관리 작업을 위한 다단계 도구 사용을 제공합니다. 이 모델은 1M 토큰 컨텍스트 창으로 텍스트와 이미지 입력을 지원하여 엔지니어링 작업에서 확장된 워크플로를 가능하게 합니다. Vercel CLI를 설정한 후 Claude Code, Codex 및 Cursor와 같은 도구와 함께 사용할 수 있습니다. AI Gateway는 마크업이나 플랫폼 수수료 없이 통합 API 액세스, 사용량 추적, 비용 모니터링 및 성능 최적화를 제공합니다.

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Vercel
coding-engineering

Data Cache is moving to Runtime Cache

Data Cache is being phased out and replaced by Runtime Cache in Next.js, with automatic migration for all versions. Pro teams receive 8x more storage per project, while Enterprise projects get 10x their previous allocation. Post-migration, previously unbilled reads and writes will be charged at $0.40 per million read units and $4.00 per million write units, varying by region. Hobby teams receive 1 million free read and 200,000 free write units monthly. Pro teams use a $20 infrastructure credit before billing applies. Teams created on or after October 30, 2026, will default to Runtime Cache. Migration dates: November 29, 2026 for Hobby; Pro and Enterprise teams will be notified separately. Early opt-in is available starting October 30, 2026, with immediate pricing application. Teams can disable caching in CDN settings without affecting migration. Optimization guidance is available via Observability and the Vercel Agent.

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Vercel
coding-engineering

Simplifying runtime caching on Vercel

Vercel is merging its Data Cache service into Runtime Cache, unifying data caching across frameworks like Next.js, SvelteKit, and Nuxt. Developers using fetch caching or unstable_cache in Next.js won’t need to change their code. Pro and Enterprise projects receive increased storage allocations, with Pro getting 8x more space and Enterprise 10x. Runtime Cache now handles regional storage, authentication, and tag-based invalidation across Vercel’s global infrastructure. Improvements include faster reads during traffic bursts via circuit breakers, higher storage budgets reducing evictions, and enhanced observability with deployment markers, revalidation causes, and write utilization metrics. The migration simplifies billing and usage tools, with existing teams receiving advance notice and pricing details.

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Vercel