docker
30 articles about docker in AI news
Building Production-Ready Agentic AI Systems with Docker and FastAPI
Towards AI published a practical guide on deploying production-ready agentic AI systems with FastAPI and Docker. The article covers scalable architecture, orchestration, and enterprise considerations for AI agents.
Claude Code, Gemini, and 50+ Dev Tools Dockerized into Single AI Coding Workstation
A developer packaged Claude Code's browser UI, Gemini, Codex, Cursor, TaskMaster CLIs, Playwright with Chromium, and 50+ development tools into a single Docker Compose setup, creating a pre-configured AI coding environment that uses existing Claude subscriptions.
Loop: Run Persistent Claude Code Agents in Docker for Continuous Tasks
Loop lets you deploy Claude Code agents as Docker containers that run scheduled tasks, manage memory, and integrate with Slack/Discord alongside the desktop app.
How Your MCP Config Is Leaking Docker Containers (And How To Fix It)
Claude Code sessions can silently orphan Docker containers from MCP servers. Check your system and switch to `uvx` to fix it.
Hugging Face Papers: 35B Agent Matches Trillion-Parameter Performance
Hugging Face Daily Papers featured eight AI papers, including Orca (world model), Dockerless (62% SWE-bench), and a 35B agent matching trillion-parameter performance.
Floci Open-Sources AWS Emulator: 13 MiB, 45 Services, Sub-Second Boot
Floci open-sources an AWS emulator: 13 MiB, 45 services, sub-second boot. No Docker. Replaces LocalStack Pro.
Knowledge-RAG v3.0: The Local RAG MCP Server That Finally Just Works
Knowledge-RAG v3.0 eliminates Docker/Ollama setup, adds hybrid search with cross-encoder reranking, and auto-indexes your docs—making private RAG in Claude Code a one-command install.
OpenSWE Releases 45,000+ Executable Environments for Training SWE Agents, Achieves 66% on SWE-bench Verified
OpenSWE introduces a framework with over 45,000 executable environments for training software engineering agents, achieving 66% on SWE-bench Verified through quality filtering of multi-agent synthesized environments. The Docker infrastructure is open-sourced for full reproducibility.
EasyClaw AI Agent Revolutionizes Desktop Automation: Human-Like Control Without Coding
EasyClaw, a new AI agent, can control desktop computers like a human—clicking, typing, and automating tasks across Mac and Windows without requiring API keys, Python, or Docker. This breakthrough promises to democratize automation for non-technical users.
How to Build and Publish an MCP Server
Build an MCP server in ~600 lines of TypeScript with @modelcontextprotocol/sdk, using the X syndication endpoint trick, and publish to npm, Anthropic Registry, and Glama for maximum AI tool discoverability.
Drive After Effects from Claude Code: Generate Production Videos via MCP
aftr is an open-source MCP server that lets Claude Code drive After Effects programmatically via JSON commands over WebSocket, enabling automated video rendering without manual work.
Production Deployment Patterns for AI Agent Systems: From Prototype to Scale
The article presents CI/CD, monitoring, rollback, and scaling patterns for AI agent production deployments from a SaaS practitioner. It emphasizes treating multi-agent workflows as atomic units, using OpenTelemetry tracing, and implementing circuit breakers for resilience.
Why Claude Code's 80.8% SWE-Bench Score and 1M Context Window Beat Codex
Claude Code's 80.8% SWE-Bench score, 1M token context, and local execution make it the top choice for senior devs—use `claude code` in your terminal for complex codebase work.
Harbor Adds LangSmith Sandbox Support, Making Agent Eval Backends Swappable
Harbor, an open-source agent-evaluation framework, now integrates LangSmith sandboxes. This allows users to run the same eval across multiple providers (Daytona, Modal, E2B, LangSmith) with a single flag change, eliminating per-provider setup tax.
3 CLAUDE.md Patterns That Cut Claude Code Configuration Time by 50%
CLAUDE.md with decision matrices, Bash hooks, and agentic workflow blocks reduces configuration time 50% and retry costs 30%.
China's Security Warning on Claude Code
China's backdoor alert on Claude Code highlights the need for developers to audit tool permissions and stay patched. No immediate risk for most users.
Vercel Services Cuts Multi-Framework Deploy Time 60%
Vercel Services unifies multi-framework projects (FastAPI, Next.js, Flask, Go) into one Vercel Project with atomic deployments, internal service bindings, and zero-config auto-detection.
How to Write a CLAUDE.md for FastAPI That Stops AI-Generated Code Inconsistency
Write a CLAUDE.md for FastAPI with sections on Stack, Router Design, Dependency Injection, and Prohibitions. Keep it under 50 lines. Use positive patterns with code snippets. Place in repo root. Team-review changes as IaC.
GitHub Actions Now Runs Steps in Parallel — Here's How to Use It with
GitHub Actions' new `background`, `wait`, `cancel`, and `parallel` keywords let you run steps concurrently. Update your CI/CD workflows to cut job times.
MCP Server Versioning: How to Avoid Breaking All Your AI Clients (Like I
Stop breaking AI clients with MCP schema changes. Use query param versioning (?v=2) — it works with every MCP client, requires no code changes, and lets old and new versions coexist seamlessly.
Building a Production-Ready Snowflake MCP Server: A Practical Guide
A technical guide details building a production-ready Snowflake MCP server with OAuth 2.0, schema filtering, and rate limiting for enterprise AI agents.
Claude Code Artifacts: How to Generate Shareable PR Walkthroughs and
Claude Code Artifacts (Team/Enterprise beta) turn session work into shareable, live web pages. Run `/login`, then prompt for dashboards, PR walkthroughs, or incident pages — zero infrastructure needed.
Claude Code v2.1.158: Enable Auto Mode on Bedrock, Vertex, and Azure Right Now
Claude Code v2.1.158 brings auto mode to Bedrock, Vertex, and Azure. Set `CLAUDE_CODE_ENABLE_AUTO_MODE=1` and upgrade before the June 1 deprecation of `CLAUDE_CODE_OPUS_4_6_FAST_MODE_OVERRIDE`.
Cut Token Waste 61% on Server Tasks with aiterm-mcp
Install aiterm-mcp for a persistent terminal MCP server that cuts token waste by 61% on logs, eliminates SSH reconnection boilerplate, and prunes output before Claude Code reads it.
Build a Cross-Retailer Price-Comparison Agent with BuyWhere MCP in 30 Lines
Connect BuyWhere MCP to a LangChain ReAct agent in 30 lines. Claude picks the right tool from four (search_prices, compare_product, list_cheapest, get_product) to compare prices across 9 retailers in 9 countries.
Claude Desktop Spawns 1.8 GB Hyper-V VM on Every Windows Launch
Claude Desktop spawns a 1.8 GB Hyper-V VM on every Windows launch due to 2,689 stale session files, consuming 11% of RAM.
Build Durable Jira Automation with MCP + Temporal
Pair MCP for Jira/Confluence tool access with Temporal for durable execution to build agentic workflows that survive crashes, retries, and long-running approvals.
Build a Zero-Dependency MCP Server
Build a zero-dependency MCP server in 50 lines of Python to give Claude Code direct file access. Register it in claude.json and skip SDK bloat.
Hermes Agent Desktop App Launches for Multi-Agent Management
Hermes Agent launched a desktop app for orchestrating autonomous AI agents with persistent memory and continuous workflows, announced via X.
8-Agent System Builder: Anthropic's Simpler Approach Beat My 2-Day Build
Engineer built 8-agent system in 2 days; Anthropic's simpler 2-agent approach outperformed it. Lesson: minimal agent architecture beats complex orchestration.