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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.
Backstage's 89% Market Share Hides a 10% Adoption Problem
Backstage owns 89% of the IDP market but gets opened by about 10% of eligible engineers at a typical adopter. Here's what the plugin-upgrade tax behind that gap means for any platform's golden-path bet.
AWS Open-Sourced the Exact MCP Governance Layer Snowflake Just Paid to Acquire
Snowflake just paid an undisclosed sum to acquire Natoma's MCP governance gateway. AWS's Apache-2.0 mcp-gateway-registry already does the same identity, policy, and audit job — self-hosted on EKS, ECS, or a single Docker Compose file.
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.
9 Seconds to Delete Production: What 93% of AI Agent Incidents Teach About Deploy-From-Chat Guardrails
A 9-second database deletion, a 13-hour AWS outage, and a blown annual budget — five documented 2026 AI agent incidents, the common root cause behind all of them, and the specific guardrails that would have stopped each one.
Vibe Coding's $4.7B Quarter: What 92% Developer Adoption of AI Codegen Means for Who Owns the Deploy Target
Vibe-coding tools hit $4.7 billion in 2026 spend with 92% daily developer adoption, but every one of those dollars pays for the tool that writes the app, not the platform that runs it. Here's the deploy-target map — which vendors bundle deployment, which stay open to any agent — and what that split actually costs once a prototype becomes a real production app.
Vercel's Turbo Build Machines Are the Default Now — Here's the Real Monthly Bill
Vercel made Turbo build machines the default for Pro projects in February 2026, then cut the per-minute rate 16% in April. Here's the recomputed monthly bill for a real monorepo team, and the build volume where a self-hosted build layer with no per-minute meter actually pays for itself.
HowdyGo's Vercel Image Bill Once 7x'd a $20 Plan: What 28,000 Images Actually Cost in 2026
HowdyGo's 28,000-image month once turned a $20 Vercel plan into a $135 bill. Here's the full math on what changed in 2025, what it costs today, and when a self-hosted Hetzner box still wins.
Vercel's Fluid Compute Pricing Confuses Function Cold Starts With Idle Time: A 2026 Bill Breakdown
Vercel bills cold-start boot time as Active CPU but mid-request I/O wait as Provisioned Memory — two opposite billing treatments for what looks like the same 'waiting.' A worked Next.js bill shows how that split can double a monthly charge with zero traffic change.
Broadcom Donated Velero to CNCF — Here's the Backup Checklist a Self-Hosted PaaS Should Actually Run
Broadcom handed Velero to the CNCF Sandbox, but Sandbox-tier projects still archive at a 15-20% rate within three years. Here's the honest risk read and the concrete backup checklist for running Velero against owned object storage.
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