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: Automation
Offloading Apps Script Workloads to a Gemini Managed Agent Linux Sandbox
Google Apps Script driving a Gemini managed agent Linux sandbox: stream files to Drive with ggsrun, dodge the 50 MB limit, run Playwright, FFmpeg and esbuild.
13 min readTen Self-Hostable Open-Source Agent Platforms, Sorted by What a Business Actually Needs
Compare ten open-source AI agent platforms for business: enterprise no-code, Activepieces, Kestra, Windmill, Dify, Langflow, Coze Studio, MaxKB, AnythingLLM and RAGFlow.
15 min readTool Calling Explained: How Models Ask Software to Act, and Where It Breaks
A practical tour of function calling and tool use: the request loop, schemas, read versus action tools, agents, MCP, prompt injection, tracing and common failures.
16 min readAgentic Coding Loops: From a Bash One-Liner to /goal, Checks and Hard Stops
Agentic coding loops step by step: a bash one-liner, Claude Code /goal and /loop, outside verification, three spending caps and the skills worth keeping.
11 min readTen MCP Servers That Give a Local AI Model Hands and Eyes
Ten MCP servers for local AI developers, from filesystem, Git and databases to search, fetch and browser control, with notes on permissions and safe use.
7 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 readBuild an AI Lead Qualification Agent in Python With FastAPI and Pydantic
Turn raw leads into qualified ones: structured LLM extraction, Pydantic validation, rule-based scoring, PostgreSQL storage, queues and a human review lane.
12 min readHyperbrowser MCP in Production: Escalation Ladders, Transports and Guardrails
What Hyperbrowser MCP gives browser agents, where its HTTP and SSE defaults fall short, and the policy gateway, approvals and profile controls you still need.
7 min readAutomating Laravel Development With AI Agents: Build, Test, Fix, Repeat
Use Laravel Boost and the OpenCode CLI to run a build, test, fix loop with queued jobs, an orchestrator, retry caps and human review before anything ships.
14 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.