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Latest updates from the world of Startups.

Freeform Secures $67M to Revolutionize Metal Manufacturing with AI-Powered Laser 3D Printing
Startups
TechCrunch

Freeform Secures $67M to Revolutionize Metal Manufacturing with AI-Powered Laser 3D Printing

Freeform, a startup pioneering advanced metal 3D printing, has raised a $67 million Series B to scale its AI-native manufacturing platform. The funding will fuel the development of its next-generation 'Skyfall' system, promising unprecedented speed and precision in metal component production. This investment signals continued confidence in the potential of software-defined manufacturing to transform traditional industries.

#AI#3D printing
This VC’s best advice for building a founding team
Startups
TechCrunch Startups

This VC’s best advice for building a founding team

One of the most consequential decisions early-stage founders have to make is who they will bring on as their founding team. That’s why this season on Build Mode, we’re diving into what it takes to build a world-class founding team.

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Верховный суд разрешил банкам не возмещать убытки клиентам из-за блокировки подозрительных онлайн-платежей
Startups
VC.ru

Верховный суд разрешил банкам не возмещать убытки клиентам из-за блокировки подозрительных онлайн-платежей

Если у клиента осталась возможность провести операцию по бумажным документам через отделение банка, то его права не нарушены, заключила экономическая коллегия ВС.

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Show HN: Codereport – track TODOs, refactors, and bugs in your repo with a CLI
Startups
HN Show

Show HN: Codereport – track TODOs, refactors, and bugs in your repo with a CLI

I got tired of TODOs, temporary hacks, and refactors that never get addressed. In most repos I work on: - TODOs are scattered across files/apps/messages - “Critical” fixes don’t actually block people from collecting debt - PR comments or tickets aren’t enough actionable So I built codereport, a CLI that stores structured follow-ups in the repo itself (.codereports/). Each report tracks: - file + line range (src/foo.rs:42-88) - tag (todo, refactor, buggy, critical) - severity (you can configure i

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Show HN: NSED is public – Mixture-of-Models to Hit SOTA using self-hosted AI
Startups
HN Show

Show HN: NSED is public – Mixture-of-Models to Hit SOTA using self-hosted AI

Hey HN, We're open-sourcing (source-available, BSL 1.1, patent pending) the orchestrator behind our paper benchmark results. NSED (N-Way Self-Evaluating Deliberation) is a Rust binary that coordinates multiple LLMs through structured rounds of proposals and cross-evaluation, using quadratic voting to prevent any single model from dominating the consensus. The result: Three open-weight models (20B, 8B, 12B) on consumer GPUs — 64GB total VRAM, ~$7K hardware — score 84% on AIME 2025. The same model

Show HN: Generate baseline Kubernetes NetworkPolicies from rendered manifests
Startups
HN Show

Show HN: Generate baseline Kubernetes NetworkPolicies from rendered manifests

A lot of clusters still run “allow-all” east/west because NetworkPolicies aren’t enforced everywhere. I built a small static analyzer that reads rendered manifests (Helm/Argo CD/Kustomize output) and emits baseline NetworkPolicy YAML you can commit + diff in PRs. Workflow: PR changes manifests CI regenerates policies reviewers see “newly allowed” connections as a normal permission diff Curious how others handle this: would you rather review generated policy diffs, or a connectivity-graph diff? A

Show HN: Designing package namespacing for a new language (Coi)
Startups
HN Show

Show HN: Designing package namespacing for a new language (Coi)

Hey HN, I'm building Coi, a component-based language that compiles to WASM, JS, CSS and HTML with O(1) reactivity (no virtual DOM). I just shipped a built-in package manager, but the interesting part wasn't the implementation, it was all the ecosystem design questions I'd never thought about as a user of package managers. The problem I kept circling: how do you handle naming? Global names like auth or json seem fine until someone squats them. First-come-first-served creates perverse incentives

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Show HN: HiddenState – How I keep up with 500+ ML papers a day
Startups
HN Show

Show HN: HiddenState – How I keep up with 500+ ML papers a day

HiddenState monitors arxiv, Reddit, GitHub, HN, Bluesky, HuggingFace, OpenReview, PapersWithCode, and a handful of research blogs. Every few hours it pulls new items, throws most of them away (+95%), and clusters what survives by the specific technical constraint being attacked. Not by topic, not by domain. Example from this week; 7 independent VLA papers dropped within 24 hours from 9 different orgs. Xiaomi, GigaBrain, RISE, all attacking sim-to-real transfer for robotic manipulation. None coor

Google Cloud’s VP for startups on reading your ‘check engine light’ before it’s too late
Startups
TechCrunch Startups

Google Cloud’s VP for startups on reading your ‘check engine light’ before it’s too late

Startup founders are being pushed to move faster than ever, using AI while facing tighter funding, rising infrastructure costs, and more pressure to show real traction early. Cloud credits, access to GPUs, and foundation models have made it easier to get started, but those early infrastructure choices can have unforeseen consequences once startups move beyond […]

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