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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.

Vercel's Third Acquihire in a Year Bought an AI That Cuts a 4-Hour DevOps Task to 50 Minutes — What That Wager Reveals
·Dora Noda·16 min

Vercel's Third Acquihire in a Year Bought an AI That Cuts a 4-Hour DevOps Task to 50 Minutes — What That Wager Reveals

In July 2026 Vercel acquired Stakpak — an Egyptian, Rust-based autonomous DevOps agent that claims to cut infrastructure work from four hours to 50 minutes — its third acquihire in 12 months. What the deal reveals about where hosted platforms are racing, and why an acquihire-built autonomous layer is a different bet than an open Render API plus MCP server any agent can already call.

AI agents
PaaS
infrastructure
self-hosting
Vercel at $200 vs a €4 Hetzner Box: A Framework-Agnostic Cost Teardown
·Dora Noda·16 min

Vercel at $200 vs a €4 Hetzner Box: A Framework-Agnostic Cost Teardown

The same Next.js SSR + API workload lands between $20 and $200/month on Vercel Pro once invocations, ISR and edge middleware meter separately — versus €3.79 flat on a Hetzner box with no per-request billing. A line-by-line teardown of where the bill actually moves.

PaaS
self-hosting
cost-optimization
cloud infrastructure
+1
SST Put Itself in Maintenance Mode to Build an AI Agent — 650K Devs in Five Months Shows Where Infra Builders Are Betting
·Dora Noda·12 min

SST Put Itself in Maintenance Mode to Build an AI Agent — 650K Devs in Five Months Shows Where Infra Builders Are Betting

SST has been in maintenance mode since 2025 while its team's terminal agent OpenCode hit 650K developers in five months. A timeline, market math, risk matrix, and migration checklist for teams still on SST.

AI
infrastructure
PaaS
self-hosting
+1
51 Days to Fix Object Storage: What a Seven-Week Remediation Tells You About the Real Reliability Bar
·Dora Noda·14 min

51 Days to Fix Object Storage: What a Seven-Week Remediation Tells You About the Real Reliability Bar

Scaleway's AMS object storage incident took 33 to 51 days to fully remediate region by region in H1 2026 — no data loss, but seven weeks where the managed SLA was the thing that was broken.

self-hosting
PaaS
cloud infrastructure
hosting
+1
Render's $1.5B Valuation and a 20× Bandwidth Cut in the Same Quarter: Who $0.15/GB Egress Is Actually Priced For
·Dora Noda·13 min

Render's $1.5B Valuation and a 20× Bandwidth Cut in the Same Quarter: Who $0.15/GB Egress Is Actually Priced For

Render raised $100M at a $1.5B valuation in the same quarter it cut Hobby bandwidth 20× — from 100GB to 5GB at $0.15/GB overage. A worked table prices 5GB to 5TB on Render Hobby/Pro/Scale against a Hetzner CX22's flat 20TB to show who the new meter is actually priced for.

PaaS
self-hosting
cost-optimization
hosting
+1
Railway Prices Compute in Scientific Notation: What $0.000463 per vCPU-Second Actually Costs a Month
·Dora Noda·13 min

Railway Prices Compute in Scientific Notation: What $0.000463 per vCPU-Second Actually Costs a Month

Railway's $0.000463/vCPU-minute is $20 per vCPU per month — but only if you catch the unit. A worked table converts Railway's per-second and per-minute rates to monthly costs for four real workloads, shows why legibility is its own billing risk, and prices the same stack on a flat Hetzner box.

PaaS
self-hosting
hosting
cost-optimization
+1
Your Rented Control Plane Costs More Than Your Servers: What Qovery's $299–$2,099 Agentic Platform Fee Actually Buys
·Dora Noda·12 min

Your Rented Control Plane Costs More Than Your Servers: What Qovery's $299–$2,099 Agentic Platform Fee Actually Buys

Qovery's $299–$2,099/month control-plane fee sits on top of your cloud bill — not instead of it. A line-by-line accounting of what the agentic platform buys, why agents don't consume seats but do consume deployment minutes, and when owning the fleet costs less than renting the plane that manages it.

self-hosting
PaaS
Kubernetes
AI agents
+1
100 Platforms, One Catch: What Free Hosting Actually Gives You in 2026
·Dora Noda·17 min

100 Platforms, One Catch: What Free Hosting Actually Gives You in 2026

A 150-platform free-tier census went viral in 2026. Here's what Vercel, Netlify, Heroku, AWS and a raw VPS actually give you for free — what breaks at month 13 — and what the same hobby stack costs on a €4.49 Hetzner box that never had a free tier to expire.

self-hosting
PaaS
cost-optimization
cloud infrastructure
+1
OVHcloud's Six-Day Outage: What a Multi-Day Recovery Window Actually Costs a Tenant
·Dora Noda·17 min

OVHcloud's Six-Day Outage: What a Multi-Day Recovery Window Actually Costs a Tenant

OVHcloud's web hosting incident took 5 days 18 hours to fully mitigate in H1 2026 — the longest web hosting window IncidentHub tracked in six months. A worked accounting of what 138 hours costs a tenant with no failover, why SLA credits don't cover it, and what the same failure looks like when your fleet remediates itself in minutes.

self-hosting
PaaS
infrastructure
Kubernetes
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