So only bitcoin cannot be the strategy and yearly verification and instruction set is the one other step.

My Bitcoin self-custody architecture: Layer 1: Hardware wallet — keys never touch the internet Layer 2: 2-of-3 multisig — no single point of failure, geographically distributed Layer 3: Own node — full verification, no third-party trust Same engineering principles as infrastructure architecture: Eliminate single points of failure Own your data Verify, don't trust After FTX, BlockFi, Celsius — the case for self-custody writes itself. Not your keys, not your coins. #bitcoin #selfcustody #sovereignty #nostr

🚨 Just published my first blog post — and it's about the number that stopped a leadership meeting cold. We were a gaming company scaling fast. 100K concurrent players. Infrastructure costs climbing 15% month over month. And the biggest line item wasn't compute or databases — it was observability. Datadog at 1TB/day: $40K/month. Projecting to 6TB/day: $120K/month. So we built our own platform for $1,500/month instead. In the post, I walk through: → How tagging AWS resources revealed waste we didn't know existed → Why we replaced Datadog + CloudWatch with a self-hosted LGTM stack (Loki, Grafana, Tempo, Mimir) → The surprising architectural change that cut cross-AZ transfer costs and improved reliability → What I'd do differently — and the question every engineering team should ask before signing a per-GB vendor contract If your observability bill is growing with your data volume, you might want to read this before the curve catches up with you. #AWS #Observability #CostOptimization #Grafana #Datadog #Kubernetes #Engineering

Hey Nostr 👋 I'm Rajesh — platform engineer, 17+ years building distributed systems. What I've built: • Observability platforms processing 6TB/day at 85% below SaaS costs • Saved $120K/month on AWS for a gaming platform with 100K+ concurrent players • Infrastructure serving 100K+ concurrent users in real-time What I'll post here: • Technical deep dives (AWS, K8s, observability, self-hosting) • Building in public — shipping, breaking, learning • Bitcoin & sovereignty — running my own node, relay, and media server • Long-form articles via kind:30023 I run my own Nostr relay (nostr.onbitcoinstandard.com), Blossom media server (media.medampudi.com), and my blog pulls content directly from Nostr at build time. The protocol is the platform. ⚡ [email protected] 🌐 rajesh.medampudi.com

Hey Nostr 👋 I'm Rajesh — platform engineer, 17+ years building distributed systems. What I do: • Built observability platforms processing 6TB/day at 85% below SaaS costs • Saved $120K/month on AWS for a gaming platform with 100K+ concurrent players • Building Simbotix — bringing enterprise-grade infra to small businesses What I'll post here: • Technical deep dives (AWS, K8s, observability, self-hosting) • Building in public — shipping, breaking, learning • Bitcoin & sovereignty — running my own node, relay, and media server • Long-form articles via kind:30023 My stack: I run my own Nostr relay (nostr.onbitcoinstandard.com), Blossom media server (media.medampudi.com), and my blog pulls content directly from Nostr at build time. The protocol is the platform. ⚡ [email protected] 🌐 rajesh.medampudi.com

Hey Nostr 👋 I'm Rajesh — platform engineer, 17+ years building distributed systems. What I do: • Built observability platforms processing 6TB/day at 85% below SaaS costs • Saved $120K/month on AWS for a gaming platform with 100K+ concurrent players • Building Simbotix — bringing enterprise-grade infra to small businesses What I'll post here: • Technical deep dives (AWS, K8s, observability, self-hosting) • Building in public — shipping, breaking, learning • Bitcoin & sovereignty — running my own node, relay, and media server • Long-form articles via kind:30023 My stack: I run my own Nostr relay (nostr.onbitcoinstandard.com), Blossom media server (media.medampudi.com), and my blog pulls content directly from Nostr at build time. The protocol is the platform. ⚡ [email protected] 🌐 rajesh.medampudi.com