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Posts by Akash Rajvanshi

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- Spent the week learning Flink, Spark, and AWS data services like EMR, Glue, and Managed Flink

- Added a refurbished Seagate Exos 4TB drive to Unraid as a parity drive

3 weeks ago 0 0 0 0

Day 18

- Explored Envoy Gateway with Gateway API while moving away from the deprecated NGINX Ingress Controller, and also looked into Robusta and HolmesGPT for observability and SRE workflows

3 weeks ago 0 0 1 0


- Next step is understanding these correlations more deeply to add dynamic alerting and SRE agent integration into notifications

3 weeks ago 0 0 0 0


- Spent the day on observability, using a correlation-based approach and Istio for multi-region observability across AKS, with a centralized visualization layer

3 weeks ago 0 0 0 0
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Day 17
- Built a problem correlation dashboard using Flink to analyze logs and metrics from Kafka topics and generate correlated metrics. Currently ingesting homelab VM/container, Kafka, and Traefik data.

3 weeks ago 0 0 2 0

โ€ข Had a disk failure in the homelab, so currently looking for a refurbished drive for Unraid.

4 weeks ago 1 0 0 0
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๐——๐—ฎ๐˜† 16
โ€ข Planning to build a dashboard that gives a complete birdโ€™s-eye view of the project infrastructure
โ€ข Understanding how correlation works in observability with Flink and ClickHouse to build better dashboards and alerts.

4 weeks ago 0 0 0 0
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Resuming my 180 days of learning across Observability, Data, AI, Development, and SRE. Iโ€™ll also be sharing more of my homelab work along the way. The streak was paused for a while because of other commitments.

4 weeks ago 0 0 3 0

Part 3 โ€” the operational side. 3-2-1 backup strategy, a Kafka-powered observability pipeline with VictoriaMetrics + Grafana, GitOps deployments, and 2026 plans.

blogs.thedevopsguy.biz/blog/homelab-architectur...

#homelab #selfhosted #devops #proxmox

1 month ago 2 1 0 0

Part 2 โ€” every VM, LXC, and container across all nodes. 30+ services on the media stack alone, plus Authentik, Teleport, Gitea, FreshRSS, and more.

blogs.thedevopsguy.biz/blog/homelab-architectur...

1 month ago 0 0 0 0

My 2026 homelab runs 7 Proxmox nodes, 37TB of NAS storage, pfSense + UDM SE, PiKVM for remote management, and APC UPS protection.

Part 1 covers the full infrastructure ๐Ÿ‘‡
blogs.thedevopsguy.biz/blog/homelab-architectur...

1 month ago 0 0 2 0

#homelab #selfhosted #proxmox #pfsense #infrastructure

1 month ago 1 0 0 0

My 2026 Homelab Architecture Part 1: The Infrastructure

UDM SE + pfSense dual-router setup, Proxmox nodes 40+ CPU, 200GB+ RAM, 30TB+ across 4 NAS devices, PiKVM for out-of-band access, and dual APC UPS tiers.

blogs.thedevopsguy.biz/blog/homelab-architectur...

1 month ago 0 0 1 0


- Working on my homelab architecture and components write-up
- PostgreSQL Replications Slot copy: x.com/crunchydata/status/20215...

2 months ago 0 0 0 0
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Day 15

- Completed pure and first-class functions in python functional programming
- Studied concepts and algorithms used in non-relational databases (document-based and key-value stores), focusing on scaling and high availability

2 months ago 0 0 1 0


- Great read today: medium.com/@devanshusharma658/build...

2 months ago 0 0 0 0


- Spent the day working on AKS observability: added the Cilium dataplane and replaced NGINX Ingress with Istio. Since this is a centralized observability setup, we are using an API gateway to receive data from multiple accounts and sources

2 months ago 0 0 0 0

Day 14

- Worked on my notes website over the weekend; completed it today and will keep adding more content:
https://blogs.thedevopsguy.biz/

2 months ago 0 0 2 0
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- github.com/SoulKyu/vault-db-injecto...

- Exploring immutable OS options for the homelab (NixOS, Fedora CoreOS, Flatcar, openSUSE MicroOS). Planning to try Fedora CoreOS and openSUSE MicroOS for servers while continuing NixOS on the desktop

2 months ago 0 0 0 0

Day 13

- Read about PostgreSQL tuning; explored pgwatch and a Vault DB injector demo using OpenBao.

- stormatics.tech/blogs/postgresql-materia...
- https://github.com/cybertec-postgresql/pgwatch

2 months ago 0 0 1 0

Read these PostgreSQL-related blogs:
- engineering.zalando.com/posts/2025/12/contributi...
- neon.com/postgresql/postgresql-18...

2 months ago 0 0 0 0

Day 12

- Not feeling well for the past two days
- Reading an excellent book on Python workout exercises and continuing to explore functional programming in Python

www.manning.com/books/python-workout-sec...

2 months ago 0 0 1 0
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Day 11

- Reading and solving problems on functional programming in Python
- Must-reads for databases: understanding how WAL works and the algorithms behind database recovery

https://yashagw.github.io/blog/db-recovery/
https://x.com/BenjDicken/status/2016514026344464535

2 months ago 0 0 0 0

[3/3]
- Used NotebookLM to chat with PDFs for TypeScript and Python concepts

stormatics.tech/blogs/unused-indexes-in-...

2 months ago 0 0 0 0

[2/3]

- Read: Unused Indexes in PostgreSQL โ€“ Risks, Detection, and Safe Removal
- Key takeaway: Unused indexes increase write overhead and waste storage. Use pg_stat_user_indexes to detect them and always verify before dropping.

2 months ago 0 0 0 0

Day 10

[1/3]

Major updates to the homelab media stack:
- Added Glance dashboard
- Applied resource limits to all containers
- Enabled Komodo webhook-based auto-deployment
- Separated multi-host environment configs

https://github.com/AkashRajvanshi/homelab-media-stack

2 months ago 0 0 2 0
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How to Build Resilient Observability Pipelines with OpenTelemetry and Kafka! Prevent log and metric loss using local buffering and decoupled ingestion

How to Build Resilient Observability Pipelines with OpenTelemetry and Kafka!

open.substack.com/pub/akashraj...

2 months ago 1 0 0 0

akashrajvanshi.substack.com/p/how-to-build-resilient...

2 months ago 0 0 0 0

Day 9

- Completed OOP on boot.dev and started the functional programming section
- Practiced coding on Exercism and worked through Python workout exercises
- Read more about PostgreSQL partitioning and sharding strategies, including sharding optimization

2 months ago 0 0 0 0

[2/2]
- Didnโ€™t get time to code today, but focused on understanding partitioning and sharding in PostgreSQL

2 months ago 0 0 0 0
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