Articles for people who
ship the stack
Rewrites on React, Node.js, TypeScript and AI. A translated body is shown when it exists. If it does not, you see the English text and a note that says so.
Tagged: kubernetes
MCP 2026-07-28: How the Stateless Spec Changes Remote Server Design
The MCP 2026-07-28 spec goes stateless: no sessions or handshake, plus MRTR, Tasks and cache hints. What changes for remote servers and how to migrate them.
23 min readA Sandbox for Claude Code: Isolated Agent Environments on a Laptop
How a local Kubernetes sandbox gives coding agents their own machine, scoped credentials, an egress allow-list and a fleet view, with build-versus-buy tradeoffs.
12 min readDesigning Portable Multi-Tenant Semantic Search on Kubernetes and Qdrant
How a semantic search platform uses Kubernetes for portability and tenant-aware routing to keep its vector database replaceable and its workloads isolated.
6 min readAn Approval Dashboard for a Kubernetes Remediation Agent: FastAPI and React
Build a FastAPI backend with a kubectl allowlist and a React approval dashboard so an LLM remediation agent can fix incidents only after a human clicks Approve.
11 min readSelf-Healing Kubernetes in Action: Three Failures, SigNoz Signals and Approved Fixes
Self-healing Kubernetes with OpenTelemetry and SigNoz: a crash loop, an OOM kill and a token spike on Kind, what each signal shows, and approved AI fixes.
11 min readMulti-Agent Banking Flows on Kubernetes: LangGraph, a Registry and AgentGateway
Build FastAPI specialist agents, a LangGraph orchestrator with an LLM planner, deploy them to a cluster with a registry, then add routing and rate limits with AgentGateway.
17 min readMCP Servers for DevOps: What They Are and Two You Can Build This Week
MCP servers for DevOps: give Claude live access to Kubernetes, AWS and runbooks. The three server types, a read-only Kubernetes MCP server and common mistakes.
10 min readAegisOps: An Autonomous SRE Agent With Four Memory Layers
How a LangGraph ReAct agent resolves Kubernetes incidents, with pgvector episodic memory, policy-gated autonomy levels, sixteen tools and a full audit trail.
12 min readNever Average Two Balance Sheets: A Stock Analysis Stack With a Bounded LLM
A stock valuation stack that never averages two balance sheets: Yahoo, SEC and FMP data merged by priority, a currency gate and a local LLM kept in its lane.
10 min read
About these articles
Request a 24h estimate
Need the same stack in a production operator layer? Send the brief — estimate within 24 hours.