Blog
Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.
Your Deploy Agent's MCP Server Just Became Infrastructure: What Changes When It Leaves Your Laptop
A concrete walkthrough of what an infrastructure-control MCP server owes you once it moves from a local stdio process to a remote service teammates, CI, and other agents can call: mandatory auth, per-action write scopes, stateless-scaling idempotency, and a tested rollback plan.
Kamal 2.0 Runs HEY and Basecamp Without a Control Plane: The Overhead It Skips, and Where It Runs Out
Kamal 2 deploys HEY.com and Basecamp to bare metal over plain SSH, no control plane involved. Here's the exact resource overhead a Cluster API fleet pays that Kamal skips — and the point where Kamal runs out of road.
Hetzner's GEX44 GPU Server at €184/Month: The Break-Even Utilization vs A10/L4 Rental — and the CAPH Catch
Hetzner's GEX44 GPU box runs €184/month flat. Here's the exact utilization percentage where it beats renting A10/L4 capacity from AWS or GCP by the hour — and the one hyperscaler rate it never beats at all.
Fly.io's July 9, 2026 Depot Builder Outage in IAD: What Renting a Shared Remote-Build Fleet Costs When the Region Itself Degrades
Fly.io's build step went down three times in five months because it isn't Fly's build step — it's Depot's. Here's the July 9 IAD outage timeline, the recurrence pattern behind it, and what renting a shared remote-build fleet actually costs when the vendor's region degrades.
Dokploy Ships Four Buildpack Backends: What Buildpack Plurality Buys a Git-Push Platform Over Picking One
Dokploy runs four separate buildpack backends side by side. A concrete look at what that plurality costs in real bugs, which languages each one actually covers, and whether a self-hosted PaaS should copy the model or pick one.
Docker's CVE-2026-34040 Is the Second Time This AuthZ Bypass Shipped: A Padded HTTP Request Still Grants Host Access on Unpatched Engines Below 29.3.1
CVE-2026-34040 bypasses every Docker AuthZ plugin with one oversized HTTP request — the same underlying gap as 2024's CVE-2024-41110, patched twice and still exploitable below Engine 29.3.1. Here's the exact payload, why the first fix didn't hold, and what it means for a Cluster API fleet's patch discipline.
DigitalOcean's Per-Second Billing Won't Save Your Always-On Fleet a Cent
DigitalOcean now bills Droplets by the second instead of the hour — but a 672-hour monthly cap means an always-on control-plane node pays the exact same bill either way, and it's still 5.5x a comparable Hetzner box.
Daytona's $24M Compliance Bet: What a HIPAA/SOC 2 AI Sandbox Really Costs to Build Yourself
Daytona's $24M Series A prices out HIPAA/SOC 2 compliance for AI sandboxes — the real dollar-and-timeline cost of building that compliance yourself, and why a self-hosted platform already owns the harder half of the pitch for free.
Coolify's 6% Idle CPU Tax vs Dokploy's 0.8%: What Single-Daemon PaaS Resource Overhead Actually Costs at Fleet Scale
Coolify idles at roughly 6% CPU and 700MB RAM per box; Dokploy idles at 0.8% CPU and 350MB. Priced across a fleet, that gap crosses the cost of a fixed Cluster API control plane by the time you're running 17-65 boxes.
Subscribe
New posts land in your reader as soon as they publish. Pick a format — all three carry the same posts.
Current feeds keep roughly two days of posts so daily polling does not miss a burst. Older entries stay reachable from the feed's next-page link in readers that follow it, or from the blog archive.
Following one topic instead? Browse tags