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

Your Build History Is Now a Line Item: What Appwrite's Metered Builds and Storage-Counted Deployments Cost a Team That Ships Often
·Dora Noda·12 min

Your Build History Is Now a Line Item: What Appwrite's Metered Builds and Storage-Counted Deployments Cost a Team That Ships Often

Appwrite bills every build in GB-hours — failed builds included — and counts retained deployments against your storage allowance. A worked cost comparison for a team shipping 10 times a day, and what to set before your deploy cadence becomes a budget line.

PaaS
cost-optimization
self-hosting
engineering
Token Prices Fell 67% While Enterprise AI Spend Rose 13x: The Nine Cost Buckets FinOps X 2026 Says You're Not Metering
·Dora Noda·10 min

Token Prices Fell 67% While Enterprise AI Spend Rose 13x: The Nine Cost Buckets FinOps X 2026 Says You're Not Metering

Token prices fell 67% in a year while enterprise AI spend rose 13-fold. FinOps X 2026's nine-bucket accounting explains the gap — and shows which costs a self-hosted fleet can turn from metered to fixed.

AI agents
cost-optimization
Enterprise AI
infrastructure
+1
Seven Agent Sandbox Vendors Shipped Snapshot by June 2026 — What Happens When a Differentiator Becomes Table Stakes
·Dora Noda·9 min

Seven Agent Sandbox Vendors Shipped Snapshot by June 2026 — What Happens When a Differentiator Becomes Table Stakes

By June 2026, seven agent-sandbox vendors shipped snapshot and resume — but only three preserve running processes. A side-by-side comparison of what each one saves, what it costs underneath, and why memory resume is the hard part for self-hosted platforms.

AI agents
PaaS
Kubernetes
self-hosting
Zeabur Calls Itself an AI DevOps Engineer. We Read the Fine Print.
·Dora Noda·10 min

Zeabur Calls Itself an AI DevOps Engineer. We Read the Fine Print.

Zeabur rebranded as an AI DevOps engineer with Agent Skills for Claude Code and Codex — but a head-to-head scorecard against Render's official MCP server shows the marketing is ahead of the authority. A grounded look at what each platform actually lets agents do.

AI agents
Model Context Protocol
PaaS
self-hosting
Cursor ($29.3B), Lovable ($6.6B), Replit ($9B): The Vibe-Coding Giants All Rent Their Last Mile
·Dora Noda·9 min

Cursor ($29.3B), Lovable ($6.6B), Replit ($9B): The Vibe-Coding Giants All Rent Their Last Mile

Cursor, Lovable, and Replit raised at a combined $45B on the same promise — spec in, running app out. A side-by-side of what each platform actually runs for the deploy step, and why the runtime underneath is where the next moat gets built.

AI agents
PaaS
self-hosting
Cursor
+1
Three PaaSes, Ten Days, Nine Incidents: What Vercel, Fly.io, and Render's July 2026 Status Pages Show Side by Side
·Dora Noda·12 min

Three PaaSes, Ten Days, Nine Incidents: What Vercel, Fly.io, and Render's July 2026 Status Pages Show Side by Side

Vercel, Fly.io, and Render posted nine status-page incidents between July 17 and 27, 2026 — from unrecoverable telemetry loss to a worldwide API outage. A side-by-side read of what broke, whether the failures share a cause, and the honest self-hosted counterpoint.

PaaS
self-hosting
migration
Self-Hosted Preview Environments: Pricing Uffizzi on Your Own Kubernetes Cluster Against Vercel and Metered EaaS
·Dora Noda·12 min

Self-Hosted Preview Environments: Pricing Uffizzi on Your Own Kubernetes Cluster Against Vercel and Metered EaaS

Self-hosting Uffizzi's namespace-per-PR previews on flat-rate Hetzner nodes costs ~$30/mo in infrastructure — but the honest comparison is ops attention versus a per-hour meter. A worked cost model with sensitivity across PR volume and environment lifetime.

PaaS
cost-optimization
self-hosting
Kubernetes
Techsy Crowned a Winner at Each Tier. Here's the Same Table With a Fourth Column: Hetzner.
·Dora Noda·10 min

Techsy Crowned a Winner at Each Tier. Here's the Same Table With a Fourth Column: Hetzner.

Techsy's July 2026 comparison priced the same app on Railway, Render, and Fly.io at four tiers. We add the missing fourth column — the same stack self-hosted on Hetzner — and name the hosted developer experience a self-hosted PaaS must match to make the savings stick.

PaaS
cost-optimization
migration
self-hosting
Seven Docker-Native Heroku Alternatives, Priced on the Same Stack: What Suga's September 2026 Guide Really Says
·Dora Noda·9 min

Seven Docker-Native Heroku Alternatives, Priced on the Same Stack: What Suga's September 2026 Guide Really Says

Suga's September 2026 guide verified pricing for seven Docker-native Heroku alternatives on September 15. All seven are priced here on one identical stack, with the $115 Heroku baseline, a $5 Hetzner flat box, and the egress and seat variables that move every bill.

PaaS
migration
cost-optimization
self-hosting
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