Built My Own MCP Server in 80 Lines of Python. Now Claude Knows My Sales Pipeline.
A year ago I wrote about building a tiny AI agent that uses MCP tools. It’s still the most-read thing I’ve published.
Towards AI8 min read
automation
227 stories
Taming Friday Updates: My Journey Automating Jira & Confluence with a Custom GPT
Friday afternoons. For years, they’ve been synonymous with one thing for me: the weekly project update compilation. You know the drill: trawl through Jira tickets, peek at Confluence pages, copy-paste snippets, and then try to condense a week’s worth of chaos into a few palatable bullet points for…
Dev.to AI5 min read
Famulor CLI: Safely Manage Your Workspace in the Terminal
Set up the Famulor CLI and build safer terminal, CI, and coding-agent workflows with dry runs, JSONL, scoped keys, and reliable exit codes.
Famulor Blog11 min read
AI Voice Agent Phone Payments: PCI-Compliant Guide 2026
Learn how AI voice agents automate PCI-compliant phone payments via DTMF masking and tokenization. Integrate Stripe, Mollie, or Adyen in minutes.
Famulor Blog12 min read
How I Built a 24/7 AI DevOps Coding Agent for About CAD 200
Hermes + Claude Code + Telegram on a cheap always-on thin client. Hi, I'm Amir 👋 I'm a DevOps engineer, and a surprising amount of my time goes into work that is important but repetitive. A server needs patching. A CI/CD pipeline fails. A script needs a small change.
Dev.to AI10 min read
Cloudflare Ships Open-Source Clef Models for Automated Support and Ops Triage
Cloudflare released two open-source "decision models," Clef and Clef-flash, hosted on its Workers AI platform, alongside a new reinforcement learning (RL) fine-tuning product.
Dev.to AI2 min read
Former Google CEO Eric Schmidt to programmers: Stop building the house. Start designing it.
The former Google CEO said today's AI coding tools surpass his skills and free up programmers to be the architects, not the ones who build the house.
Business Insider - AI3 min read
🛠️ LangChain’s Latest Agent Infrastructure: Engine v2, Managed Deep Agents, SmithDB & More
Building an AI agent is getting easier. Running one reliably in production is still the hard part. At Interrupt 2026, LangChain introduced a major set of updates focused on production agent infrastructure.
Dev.to AI3 min read
Famulor Is Now in the Claude Marketplace
Famulor is now listed in the Claude Marketplace. Connect the read-only connector for assistant and conversation analysis in Claude, Cowork, and Claude Code.
Famulor Blog9 min read
MindOn’s new Mind-1 model brings human-speed execution to robots
MindOn has unveiled Mind-1, a new physical AI model designed to make robots perform everyday...
Interesting Engineering - Robotics3 min read
I slowed my scraper down 10x and it finally stopped getting banned
Faster is not better. I spent two weeks squeezing every millisecond out of my Playwright scraper, and every speedup bought me a new IP ban. The fix was throttling it down to a tenth of the speed — bans dropped to zero.
Dev.to AI3 min read
Presentation: Beyond Observability: Evolving Production Operations in the Age of AI
The panelists discuss how production operations are evolving with AI, turning operational data into actionable insights for incident response. They explain how automation and new architectural practices help engineering teams build more understandable systems, while exploring how AI reshapes…
InfoQ - AI/ML/Data35 min read
AI Workflow Automation for Government: Secure, Auditable Case Management
The most dangerous government AI strategy in 2026 is also the most fashionable: treating autonomy as the goal. In April 2026, GAO reported that federal agencies more than doubled AI use from 2023 to 2024, even as acquisition teams still faced gaps in technical expertise and cost visibility.
Dev.to AI8 min read
Hire a Rive Animator for Your AI Companion, AI Robot or AI Toy
Hire a Rive Animator for Your AI Companion, AI Robot or AI Toy Are you building an AI companion, AI robot, AI toy, desktop AI companion, voice assistant, educational robot or smart device with a screen? Your AI may already be able to listen, think and speak.
Dev.to AI8 min read
AI Voice Agent for E-Commerce Returns and Exchanges
Automate phone returns with an AI voice agent: cut costs by 85%, reduce handle time to 3 minutes, and send return labels via WhatsApp in real time
Famulor Blog12 min read
Claude Models Now Run Inside India via Amazon Bedrock
AWS has extended Amazon Bedrock's geographic cross-Region inference to India, making Anthropic's Claude Opus 5, Claude Sonnet 5 and Claude Haiku 4.5 available with in-country processing. The India profile routes requests only between the Mumbai (ap-south-1) and Hyderabad (ap-south-2) regions.
Dev.to AI2 min read
Diseñar agentes LLM con contratos verificables
Un agente LLM puede parecer muy capaz durante una demostración y volverse dificil de operar cuando empieza a llamar APIs, crear tickets o consultar datos reales. El problema no suele ser que el modelo “no sepa” la respuesta.
Dev.to AI5 min read
AWS Adds Cross-Region Routing for GPT-5.6 on Bedrock
Amazon Web Services has introduced cross-region inference for OpenAI's GPT-5.6 models on Amazon Bedrock, its managed model-hosting service. The feature automatically routes inference requests to whichever supported AWS region has available capacity, rather than forcing a customer's application to…
Dev.to AI2 min read
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