---
title: "#llm-ops articles | Hashnode"
description: "Explore 1 articles tagged #llm-ops on Hashnode. Tutorials, guides, and how-tos from the community."
url: "https://hashnode.com/tag/llm-ops"
---

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# #llm-ops

1 posts · 0 followers

[Manu Shukla](https://hashnode.com/@mr-manushukla) · [Aug 3](https://hashnode.com/posts/26-of-ai-spend-is-wasted-in-2026-build-the-cost-attribution-layer-before-the-next-bill-spike/6a701ef79fdebc7a9b5baf8f)

### [26% of AI spend is wasted in 2026: build the cost attribution layer before the next bill spike](https://ecorpit.hashnode.dev/26-of-ai-spend-is-wasted-in-2026-build-the-cost-attribution-layer-before-the-next-bill-spike?utm_source=hashnode&utm_medium=feed)

26% of AI spend is wasted in 2026: build the cost attribution layer before the next bill spike Summary. Organisations estimate that 26% of all AI spend is wasted, and 52% say no single person owns the

25 min read · [ecorpit.hashnode.dev](https://ecorpit.hashnode.dev/26-of-ai-spend-is-wasted-in-2026-build-the-cost-attribution-layer-before-the-next-bill-spike?utm_source=hashnode&utm_medium=feed)

[Dr Hernani Costa](https://hashnode.com/@drhernanicosta) · [Jul 25](https://hashnode.com/posts/claude-opus-5-anthropic-july-launch-agentic-coding/6a64843f815024f1b2852063)

### [Claude Opus 5: Anthropic's July launch and what it changes for agentic coding](https://radar.firstaimovers.com/claude-opus-5-anthropic-july-launch-agentic-coding?utm_source=hashnode&utm_medium=feed)

Anthropic launched Claude Opus 5 on July 24, 2026: near-frontier intelligence at half the price, aimed at long-running agents.

3 min read · [radar.firstaimovers.com](https://radar.firstaimovers.com/claude-opus-5-anthropic-july-launch-agentic-coding?utm_source=hashnode&utm_medium=feed)

[Omnithium](https://hashnode.com/@moussamokhtari) · [May 10](https://hashnode.com/posts/agent-observability-what-to-monitor-beyond-uptime-and-latency/6a0109f27f1349737242cd87)

### [Agent Observability: What to Monitor Beyond Uptime and Latency](https://omnithium.hashnode.dev/agent-observability-what-to-monitor-beyond-uptime-and-latency?utm_source=hashnode&utm_medium=feed)

Your AI agent has 99.9% uptime. Response times are consistently under two seconds. The infrastructure team is happy, the dashboards are green, and then a customer escalates because the agent has been confidently giving wrong answers for three days. T...

15 min read · [omnithium.hashnode.dev](https://omnithium.hashnode.dev/agent-observability-what-to-monitor-beyond-uptime-and-latency?utm_source=hashnode&utm_medium=feed)