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Showing top 94 results for "operational learnings"

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Videos

Static network baselines won't survive agentic AI

… Because drift is also a leading contributor to outages, adaptive calibration reframes it as an operational condition to be managed continuously rather than a hygiene problem solved periodically. …

May 8, 2026 · Mike Hicks

Paper page - Functional Attention: From Pairwise Affinities to Functional Correspondences

…Generated by Qwen/Qwen2.5-Coder-32B-Instruct Learning mappings between infinite-dimensional function spaces, or operator learning , is essential for many machine learning applications. Although transformer-based operators are popular, they…

Jun 4, 2026

Paper page - Topology-Preserving Neural Operator Learning via Hodge Decomposition

Papers arxiv:2605.13834 Topology-Preserving Neural Operator Learning via Hodge Decomposition Published on May 13 Submitted by Tao Zhong on May 15 Princeton University Authors: , Tao Zhong , Abstract Physical field equations…

May 15, 2026

Summarization is not reasoning: How hybrid AI fixes failing AIOps

… With memory, they build operational intelligence that compounds over time, making them more effective with each interaction. …

May 4, 2026 · Casey Kindiger

Discussions and forums

Hacker News · u/DevOpsy · 2w ago

What I learned using AI to build a Kubernetes Operator for Supabase's Multigres

Hacker News · u/frabonacci · Apr 28, 2026

Show HN: Drive any macOS app in the background without stealing the cursor

Hi HN, Francesco from Cua here. I hacked this project together last weekend, inspired by the Codex Computer-Use release and lessons learned from deploying GUI-operating agents for our customers.The main problem: when a U…

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Hacker News · u/loshaaaa · 2w ago

Show HN: Chainstack Self-Hosted, hosting your own blockchain nodes made simple

Hi HN, Alexey from Chainstack here.We built Chainstack Self-Hosted to package everything we’ve learned from 8+ years of running blockchain nodes into a single control panel. The goal we’re building this product around is…

r/networking · u/TryHackMe · 4w ago

Jack of all trades role

I believe I landed a jack of all trades role and im having severe imposter syndrome. Not trying to be too detailed here, but I also have the ability or opportunity to also *possibily* redesign the network. Granted it's a…

Hacker News · u/meehai · 3w ago

Show HN: MicroECS – entity component system library in Python/NumPy

Hi, in the last ~month I've learned a lot about ECS [1,2].I'm currently developing a robotics simulator from scratch (python+raylib) and, due to lack of game dev experience I went "full OOP" on it. A SceneObject with a l…

Trusted Convergence Governance: Preserving Admissibility Integrity Across Heterogeneous Semiconductor Systems - Semiwiki

… TCG ensures that operational evidence remains tied to the correct system state before it influences convergence decisions. Causality Before Pattern Recognition As AI-assisted operational systems continue scaling, another critical distinction emerges. …

May 26, 2026 · Moh Kolb

I ran Linux for two years without actually understanding it, and WSL2 made that possible

…What I did not learn was Linux itself, as an operating system. Earlier generations of Linux users learned Linux differently because Linux was the host machine. If the audio broke, you fixed…

May 24, 2026 · Anurag Singh

Paper page - Deep Embedded Multiplicative DMD for Algebra-Preserving Koopman Learning

…Deep Koopman methods learn flexible coordinates, whereas structure-preserving methods enforce operator identities on fixed dictionaries. We combine these ideas by introducing Deep Embedded Multiplicative Dynamic Mode Decomposition (DeepMDMD), a method that…