@Body

Hey Community, Back in January I was visiting Shenzen and I saw these camera robots that follow skater and film . A few days a go I saw these camera robots BENI robot but since it’s not open platform it’s not an option for me . I was searching around for follow bots in china but did not find a lot :( Anyone here who knows wich one this is ? submitted by /u/Spinning-Complex [link] [Kommentare]

Guess the club for players in today's World Cup matches. Daily challenge, nation filters, role filters, and deep squad cuts.

FLIP TABLE; was a mini-hackathon and showcase for "weird" databases: things that read and write data, but with a twist of some kind. It took place on Sunday, May 17th, 2026 at Hex House in Brooklyn. Each presentation was recorded and linked below. Presenters' databases were also scored by audience members according to the following alignment chart: data ┌─────┬─────┐ │ │ │ │ │ │ cursed ├─────┼─────┤ blessed │ │ │ │ │ │ └─────┴─────┘ based Prizes were given out to the five superlative databases, which were:

TechCrunch spoke to investors to find the hottest startups in the Spring 2026 YC batch. Some of them commanded valuations of over $175 million, VCs said.

TOPF - Talos Orchestrator by PostFinance TOPF is managing Talos based Kubernetes clusters. It provides functionality for bootstrapping new clusters, resetting existing ones, and applying configuration changes. Early Stage Project TOPF has just been released and is in an early stage of development. While it is actively used at PostFinance, APIs, configuration formats, and CLI flags may change between releases. Feedback and contributions are welcome — please open an issue if you run into problems or have suggestions. Get Started What TOPF does TOPF is a single binary that handles the full lifecycle of a Talos cluster: Apply configurations with pre-flight health checks, dry-run diffs, confirmation prompts, and post-apply stabilization — no need to juggle talosctl commands per node Upgrade Talos across all nodes with version comparison, so only nodes that actually need updating are touched Bootstrap and reset clusters with built-in safety checks Generate kubeconfig and talosconfig from the secrets bundle Configuration is built from layered patches — small, composable YAML files organized by scope (all nodes, role, individual host). This makes cluster config easy to review, version, and share across environments. Philosophy TOPF doesn't reinvent the wheel. Under the hood it uses the Talos Go libraries directly — the same operations you would run manually with talosctl, but automated with health checks, diffs, and safety prompts on top. There are no intermediate config files to manage and no dependency on talosctl for day-to-day operations. Where TOPF really shines is its configuration model. Instead of managing one monolithic machine config per node, you compose small, scoped patches — per cluster, per role, or per host. This layered approach keeps configurations DRY, easy to review in pull requests, and straightforward to share across environments. Non-goals TOPF is intentionally limited in scope: Single cluster: TOPF manages one cluster at a time. Multi-cluster orchestration is out of scope — for managing many clusters, run TOPF in a pipeline per cluster (see Production Usage). Not an operator: TOPF is a static tool that runs when you invoke it. It performs a single reconciliation pass, not a continuous control loop. This is by design — you decide when changes are applied. No Kubernetes upgrades: TOPF does not orchestrate Kubernetes version upgrades with proper validation. Use talosctl upgrade-k8s for that (see Kubernetes Upgrade).

Diskless Kafka® on S3. 10x Cost-Effective. No Cross-AZ Traffic Cost. Autoscale in seconds. Single-digit ms latency. Multi-AZ Availability. - AutoMQ/automq

The standard definition of done stops at shipped code. Real done is when the customer’s problem is solved, and AI just made that the only one that matters.

Why WER/CER misjudge Indian-language ASR when scripts mix and spellings vary. Covers LLM-WER, LLM-CER, Intent, Entity, and COMET-plus open evaluation tooling.

I love Bear. It is one of the few places on the web that still feels calm, personal, and human. You write something, publish it, and it exists as a simple...

Aya Durbin says humanoid robots need to prove real customer value before they can scale. She says the goal for Atlas is not just to be impressive, but to deliver positive ROI for customers. Boston Dynamics is focusing on industrial environments first, especially work that is hard to hire for, physically demanding and difficult to automate with traditional systems. She also says customers need robots that are reliable, useful and able to become a trusted part of the workforce. submitted by /u/Responsible-Grass452 [link] [Kommentare]

A framework to reflect on working with Claude Code so you can continuously improve both your work (project) and your workflow (process).

fastai simplifies training fast and accurate neural nets using modern best practices