TILens Daily Edition
2026-11-02
Filters: topic=devops, github=hidden

Stats: 27 articles, 6 sources
Top topics: DevOps, Open Source, AI

## News

- Instrumentation Hub in Grafana Cloud: start easier, stay in control | Grafana Labs
  Source: grafana-blog
  Topic: DevOps
  URL: https://grafana.com/blog/instrumentation-hub-start-your-observability-journey-easier-and-still-stay-in-control/

- Developers are downgrading their AI on purpose — and it’s working
  Source: newstack
  Topic: DevOps (+AI)
  URL: https://thenewstack.io/claude-code-developer-refusals/

- Your AI coding agent now runs on a budget — and it can cut you off mid-task
  Source: newstack
  Topic: DevOps
  URL: https://thenewstack.io/22842541cognition-devin-hierarchical-budgets/

- Canva’s new design model doesn’t generate images. It writes code to edit them.
  Source: newstack
  Topic: DevOps
  URL: https://thenewstack.io/canva-brush-design-editing/

- OpenAI’s new shared usage limit pits ChatGPT against Codex
  Source: newstack
  Topic: DevOps (+AI)
  URL: https://thenewstack.io/openai-chatgpt-codex-shared-limits/

## Community

- My reflex of assuming our servers need ever-growing amounts of RAM
  Source: lobsters
  Topic: General (+DevOps, Hardware)
  URL: https://utcc.utoronto.ca/~cks/space/blog/sysadmin/ServerRAMGrowthReflex

## Media

- Meet Adam Gordon Bell - Speaker at KubeCon + CloudNativeCon North America
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=6OZ9WiXmf9k

- Does anyone still need Prometheus Agent mode? - Kyle Eckhart
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=VBfD0j23oss

- Welcome!
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=JeAZRf_1dYc

- Materialized metrics: scrape-time aggregation in Prometheus - Walther Lee
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=63WA36FNkBM

- Least-Privilege Metrics: Securing PromQL in Multi-Tenant Clusters - Oshi Gupta & Anushka Saxena
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=JV4I5hlRRHQ

- Pushing the Limits: Scaling Prometheus for High-Performance AI & GPU Workloads - Sagar Utekar
  Source: youtube-cncf
  Topic: DevOps (+AI, Open Source)
  URL: https://www.youtube.com/watch?v=0inJjgIBBus

- Finding the Right Metric Among Millions of Series - Ismail Simsek & Arve Knudsen
  Source: youtube-cncf
  Topic: DevOps (+Information Retrieval, Open Source)
  URL: https://www.youtube.com/watch?v=nbh1isvGkQk

- Benefit from Native Histograms Without Breaking Your PromQL Que... Raphaël Bizos & Bartłomiej Płotka
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=o9hvgdsyxCk

- RSS Lied to Me: A Field Guide to Linux Memory Metrics - Bryan Boreham
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=aKeaJAaMRsI

- Lightning talks - Day 1
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=pNqGTWzT7Vc

- Kubernetes: Engineering PromQL Queries for Prometheus and OpenTelemetry... Serena Kei & Stephen Lang
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=WyfsZj8Sre0

- Fast Startup in Prometheus - Rushabh Mehta & Ganesh Vernekar
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=wTW6UTIrSuA

- Predictive Scrape Scheduling: ML-Driven Interval Adaptation in Prometheus - Yogesh Sardana
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=OvTDyJgJinM

- Tales from the Alertmanager - Guido Trotter & Siavash Safi
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=R3QncnTJK-A

- Shaving the PromQL Yak: 6 PromQL Functions to Escape from Analytical Workarou... Juan Jose Ciarlante
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=B6ZZwbz_wiE

- WG Node Lifecycle Meeting for 2026-11-02
  Source: youtube-kubernetescommunity
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=7BQPdFStY6g

- WG Checkpoint Restore Meeting for 2026-11-02
  Source: youtube-kubernetescommunity
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=nmbXwKckys4

- [SIG Docs] Localization Subgroup Zoom Meeting for 2026-11-02T14:50:11Z.mp4
  Source: youtube-kubernetescommunity
  Topic: DevOps
  URL: https://www.youtube.com/watch?v=ciQ7EMy2rw4

- Meet Justin O’Leary - Speaker at KubeCon + CloudNativeCon North America
  Source: youtube-cncf
  Topic: DevOps (+Open Source)
  URL: https://www.youtube.com/watch?v=o09HD442KGc

- they won't stop doing backflips 💀
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/c2HSTcNvpbA

- the aura is insane 🕺
  Source: youtube-docker
  Topic: DevOps
  URL: https://www.youtube.com/shorts/DIRg5r2Goi0