To keep the first feature iteration predictable, the Job controller only creates a Workload and PodGroup when the Job has a well-defined, fixed shape: .spec.parallelism is greater than 1.spec.completionMode is set to Indexed.spec.completions is equal to .spec.parallelismThe schedulingGroup is not already set on the Pod template. These conditions describe the class of Jobs that gang scheduling can reason about: each Pod has a stable identity (Indexed), the gang size is known and fixed at admission time (parallelism == completions), and no other controller has already claimed scheduling responsi
Kubernetes v1.36: Advancing Workload-Aware SchedulingCONTROL Most Neoclouds, Sovereigns, And Enterprises Will Buy, Not Build, Their AI Stacks Nutanix is banking on AI hardware constraints and ongoing disenchantment with VMware to bolster its effort to position its…
…Instead of relying on behavioral prompts, OpenShell enforces constraints on the environment the agent runs in — meaning the agent cannot override policies, or leak credentials or private data, even if compromised. With…
…Lukas Wunner who authored the fix with some additional conditional checks, explained in the patch message : "[Leo Lin] reports an out-of-bounds access when parsing a certificate with empty Basic Constraints…
…Grove integrates with advanced AI schedulers, like KAI scheduler, to ensure these constraints are enforced. Integration with the Kubernetes Inference Gateway A previous Dynamo release introduced a plugin that allows users to…
I love making small 2D pixel art games, especially using tools that have some constraints. Things like Pico-8 and the Playdate SDK are simple, fun, and allow for focusing on the game idea rather than the technical minuti…
Hey all — looking for some real-world input from people running TACACS+ at scale. We’re a service provider / MSP with ~100 employees, but we manage ~30,000+ network devices (switches/routers). Most of our gear supports T…
Thank you to everyone who offered feedback on my Hacker Show post for Forkle last week. I had some fantastic input from a few of you, which I have now integrated into the game.Major & Minor Improvements:- Much easier. I …
Hi HN, we’re Nick and Drew, and we’re building boxes.dev – the first cloud-only agentic dev environment (ADE) that gives every Codex and Claude Code agent its own cloud computer.We’re two engineers who previously built G…
…Intel's foundry business and its EMIB-T packaging technology have been at the center of supply chain rumors lately as Google's cooperation with it and capacity constraints at TSMC set…
…For example, systems powered by the latest Intel® Core™ Ultra Series 2 and 3 processors provide the performance headroom and integrated that many edge use cases demand, while maintaining a compact footprint…
…So why the switch? According to analyst Ming-Chi Kuo , Apple was forced to use Touch ID “due to thickness and internal space constraints.” Why Apple opted not to use Face ID…
…The project also reflects China’s broader push to integrate renewable energy directly into digital infrastructure. The underwater data center is connected to nearby offshore wind farms, allowing a substantial portion of…
…A Benchmark for Multi-Track Comparative Music Question Answering (2026) Aligning Language Models for Lyric-to-Melody Generation with Rule-Based Musical Constraints (2026) Please give a thumbs up to this comment…
…Revert is possible if someone shows up complaining." Especially given RAM constraints in the industry these days, it's a bit surprising RISC-V XIP wasn't better leveraged, but alas it…