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Insights, analysis, and updates from the AI agent economy. Browse by tag · Browse the archive.
Beyond the Big Four: What the Heroku-Alternative Long Tail Gets Right That Render and Railway Don't
Back4App's February 2026 ranking looks past Render and Railway to Sevalla, Upsun, Coolify, and Elastic Beanstalk — a verdict on where each second-tier Heroku alternative wins, where it loses, and the owned-hardware endgame the ranking never prices.
AgentENV: What Kimi K3's Self-Hosted E2B-Compatible Sandbox Really Costs on Owned Hardware
AgentENV runs E2B-compatible agent sandboxes as Firecracker microVMs on your own machines. Here is the concrete math — E2B's per-second meter against a €97 dedicated box — plus the snapshot storage, gateway HA, and KVM capacity planning the move shifts onto your plate.
A2A, WebMCP, and MCP: Three Agent Protocols, Three Layers, One Deploy Pipeline
MCP, A2A, and WebMCP each cover a different layer of the agent stack — tools, delegation, and the browser. Here is where a deploy-from-chat platform belongs on each layer, and which ones to ship, defer, or skip.
Web3's Quantum Security Report Card: Which Chains Are Ready for Q-Day (and Which Have No Plan)
Every major blockchain still signs transactions with quantum-vulnerable signatures, and only a few have dated migration plans. This report card grades 12 chains — from Algorand's live Falcon signatures to Bitcoin's unresolved debate — on readiness for Q-Day.
When the Billing Bug Hits Pause on Production: Vercel's July 10 Spend-Management Incident and the Guardrail Boundary Every Platform Needs
A Vercel budget miscalculation paused live production deployments for teams with auto-pause enabled on July 10, 2026. This breakdown reconstructs the three-and-a-half-hour timeline from the status record — and turns it into a five-rule checklist for spend guardrails that cannot kill serving.
One API Key for 300 Chains: Does Uniblock's Aggregation Model Actually End Multi-Chain Development Friction?
Uniblock's 5.2-million-dollar bet is one API key replacing a dozen RPC, indexer, and data integrations for multi-chain DApps. A counted before/after, a four-way vendor comparison, real pricing, and the two cases where the abstraction leaks.
2 Billion Installs, Valid Signatures: What the Shai-Hulud Keyv Wave Means for Anyone Who Builds Untrusted Code
The August 2026 keyv wave spread a self-propagating npm worm to 400+ packages and 2 billion installs — with valid Sigstore provenance on every poisoned release. Here is what that proves about build-pipeline trust, and the nine build-layer controls that contain the next wave.
Self-Hosted GitHub Actions Runners vs Depot vs GitHub: The Real Math for Teams That Own Their Machines
GitHub charges $0.006 per CI minute, Depot charges $0.004, and a $60 dedicated server charges nothing per minute. The breakeven math at three team sizes, plus the security and maintenance costs the rate card hides.
RustFS Hits 1.0 as Docker Hub Drops MinIO: Your Forced S3 Migration, Mapped
MinIO's Docker Hub repositories are gone and RustFS just hit 1.0. Here is the ten-minute quay.io bridge that restores redeploys, a comparison of RustFS, Garage, and SeaweedFS, and an mc mirror runbook for moving your buckets.
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