The Pulse of LLMOps, FinOps
& AI Infrastructure
Intelligence for engineers building and operating AI infrastructure at scale. LLMOps, FinOps, Kubernetes, and the tools that keep production AI running.
Deep Technical Guides
Benchmarks run on real infrastructure. Config files you can copy-paste. No vendor fluff.
Cost Optimization Playbooks
Datadog to Grafana migrations. GPU budget triage. Reserved instance strategy. Real savings.
Production Incident Frameworks
Postmortem templates for AI failures. Runbooks your on-call team will actually use.
Latest Articles
View all →Agent Observability: 1,200+ Agents with OTel (2026)
AWS AgentCore vs. OSS for 1,200+ agent fleets: OpenTelemetry gen_ai.* conventions for agent loops and a Tempo / ClickHouse / OpenSearch comparison.
Agent Sandbox vs. Agent Substrate (2026)
Two CNCF SIG Apps projects — agent-sandbox (stateful) and agent-substrate (serverless) — and the OpenTelemetry pattern that makes both debuggable in production.
Coding Agent Cost Observability 2026: One View
The cross-tool session-trace schema that lets you put Claude Code, Cursor, Copilot, Codex, and OpenCode on one cost dashboard — without LangSmith.
MCP Enterprise Authorization 2026: The Missing Auth Layer
Cloudflare, Auth0, Stytch and Stargate ship MCP server auth primitives in 2026. OBO flow, OAuth scopes, audit logs, rate limits, residency.
The Agentic Harness for AI Incident Response
PagerDuty CAIO: AI incident tools are missing a critical layer. The 4-layer harness (state, memory, authority, verification) for end-to-end agent ownership.
Multi-Dimensional AI Retrieval: Beyond Vector Search
Vector search is 30% of production RAG. The other 70% is BM25 + cross-encoder rerank + tensors + rules. The 2026 stack, plus 3 anti-patterns to avoid.
Stay ahead of the stack.
Weekly intelligence on LLMOps, FinOps, and AI infrastructure. No fluff, no vendor pitches. Written by practitioners, for practitioners.