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368 posts tagged with "Engineering"

Engineering insights and technical deep dives

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Run Your Own Cloudflare Workers: What OpenWorkers and Vorker Actually Buy You Over a Container-Based PaaS
·Dora Noda·9 min

Run Your Own Cloudflare Workers: What OpenWorkers and Vorker Actually Buy You Over a Container-Based PaaS

OpenWorkers and Vorker let you run Cloudflare Workers' V8-isolate model on your own hardware. Here's the real cold-start, memory, and filesystem tradeoff against a container-based PaaS, with numbers.

self-hosting
PaaS
infrastructure
engineering
Agent-Substrate vs. Kubernetes' Agent-Sandbox CRD: What 30x Pod Oversubscription Costs You in Scheduling Complexity
·Dora Noda·8 min

Agent-Substrate vs. Kubernetes' Agent-Sandbox CRD: What 30x Pod Oversubscription Costs You in Scheduling Complexity

Agent-Substrate claims 30x pod oversubscription over Kubernetes' Agent-Sandbox CRD by sharing a worker pool instead of pinning one pod per agent. Here's exactly what that density costs in scheduling complexity, and when it's worth paying for.

self-hosting
PaaS
AI agents
infrastructure
+1
Anthropic Acquires Bun to Power Claude Code's $1B Run-Rate: What an AI-Lab-Owned, Still-MIT-Licensed JS Runtime Means for a git-push PaaS's Buildpack Neutrality
·Dora Noda·9 min

Anthropic Acquires Bun to Power Claude Code's $1B Run-Rate: What an AI-Lab-Owned, Still-MIT-Licensed JS Runtime Means for a git-push PaaS's Buildpack Neutrality

Anthropic now owns the runtime Claude Code ships as an executable on. Seven months of release history, a $165K AI-driven Zig-to-Rust rewrite, and what a self-hosted PaaS's build layer should actually do about the risk.

self-hosting
PaaS
Claude
acquisitions
+1
MCP Gives Agents Tools. Agent Skills Gives Them Runbooks.
·Dora Noda·7 min

MCP Gives Agents Tools. Agent Skills Gives Them Runbooks.

A folder with a SKILL.md file can hold an entire deploy-troubleshooting runbook and cost an agent almost nothing until it's actually needed. Here's the token math on why that beats stuffing the same runbook into an MCP tool description — and what a deploy-from-chat MCP server should borrow from it.

Model Context Protocol
self-hosting
PaaS
infrastructure
+1
Building a Bex Golden Path in Backstage: A Working Software Template, Not a Wiki Page
·Dora Noda·6 min

Building a Bex Golden Path in Backstage: A Working Software Template, Not a Wiki Page

A hands-on walkthrough of building a real Backstage Software Template — template.yaml, a custom scaffolder action, and the generated manifest — that scaffolds a service straight onto a self-hosted PaaS fleet, no wiki page required.

PaaS
self-hosting
developer tools
engineering
Buildpack Rebasing: Patching a Base-Image CVE Across Every Running Container in Seconds
·Dora Noda·9 min

Buildpack Rebasing: Patching a Base-Image CVE Across Every Running Container in Seconds

A base-image CVE patched at the platform layer takes one command and seconds. The same fix on a Dockerfile-first platform means hundreds of tenants each rebuilding, pushing, and redeploying on their own schedule — here's the actual cost gap, with real numbers.

self-hosting
PaaS
security
infrastructure
+1
Buildpacks RFC 0131: What Build Observability Actually Requires Beyond a Streaming Log
·Dora Noda·9 min

Buildpacks RFC 0131: What Build Observability Actually Requires Beyond a Streaming Log

RFC 0131 replaces build scrollback with queryable OpenTelemetry spans. Here's exactly what it specifies, where implementation actually stands, and what a Cluster API-managed kpack pipeline would need to expose the same data before the spec ships.

self-hosting
PaaS
infrastructure
engineering
CircleCI Built a Second CI Pipeline Just for AI Agents — A Git-Push PaaS Already Has One
·Dora Noda·8 min

CircleCI Built a Second CI Pipeline Just for AI Agents — A Git-Push PaaS Already Has One

CircleCI built a whole second CI system — a microVM fleet, a CLI, three separate agent hook integrations — just to get test feedback back to an AI agent in under 60 seconds. A platform that already rebuilds on every git push was one exposed entrypoint away from the same thing.

PaaS
self-hosting
infrastructure
AI agents
+1
Cloudflare's Containers Now Talk by Hostname — Only If You Hand-Wire Every Route
·Dora Noda·8 min

Cloudflare's Containers Now Talk by Hostname — Only If You Hand-Wire Every Route

Cloudflare's Containers GA pitches hostname-based routing as a networking upgrade. Reading the actual outboundByHost mechanism shows it's a proxy table you write one route at a time — nothing like what a ClusterIP Service already gives a Cluster-API PaaS for free.

self-hosting
PaaS
infrastructure
engineering
+1
Showing 262–270 of 368 posts