Category: AI & Machine Learning
Trending in AI & Machine Learning
When AI Failed to Debug a Production Outage: Three Case Studies
Three real production incidents where AI coding agents destroyed infrastructure instead of fixing it. DataTalks.Club lost 2.5 years…
What AI Actually Does in Loan Underwriting (Part 1): The Architecture
A walk through the AI loan underwriting stack we rebuilt with a mid-size NBFC over 14 months: what…
Installing and Configuring OpenClaw on Ubuntu 24 Using Docker Part 5: Local LLM with Ollama and Security Hardening
Install Ollama for local LLM inference, configure automatic cloud-to-local fallback, lock down file permissions, create encrypted backups, and…
Latest Articles
What AI Actually Does in Insurance Claims (Part 2): Where It Fails and What the Regulator Asks
Part 2 of the insurance AI walkthrough. The numbers Markel, Tractable and Daido Life publish, what continuous underwriting…
What AI Actually Does in Insurance Claims (Part 1): The Architecture
How the AI claims engine we rebuilt with a mid-size insurer actually works: the legacy flow, the six-lane…
What AI Actually Does in Bank Fraud Detection (Part 2): Where It Breaks and What the Regulator Sees
Part 2 of the bank fraud detection walkthrough. The numbers DBS, JPMorgan, HSBC, Danske and Standard Chartered actually…
All Articles
- What AI Actually Does in Bank Fraud Detection (Part 1): The Architecture
A walk through the real-time fraud detection stack we rebuilt with a US mid-size bank: Kafka ingest, Flink features, a three-model ensemble, the analyst's alert queue, which model does which…
- What AI Actually Does in Loan Underwriting (Part 2): Where It Breaks and Who Still Signs Off
Part 2 of the AI loan underwriting walkthrough. The numbers lenders like to quote, the three ways our stack broke in production, and what a senior underwriter still owns when…
- 7 Times AI Gave the Wrong Answer (with Proof)
Seven real examples of AI coding assistants producing wrong infrastructure code, with the exact prompts, wrong outputs, terminal proof, and correct fixes for each case.
- Configuring Multi-Language Support in OpenClaw for Global Customer Engagement
MeridianTravel consolidated four separate chatbot instances into one OpenClaw gateway serving Spain, France, Germany, and the UK. This article covers language detection via LLM system prompts, channel-specific welcome messages, formal…
- Using OpenClaw as an AI Customer Support Agent Part 4: Customer Channels, Escalation, and Going Live
Connecting the Nimbus AI support agent to WhatsApp Business, Telegram, and a web chat widget with support-specific configurations. Configuring the human escalation workflow with a support team Telegram group, setting…
- Using OpenClaw as an AI Customer Support Agent Part 3: Building the Hosting Knowledge Base
Building six custom skills for the NimbusServe AI support agent covering shared hosting, cloud VPS, dedicated servers, domain services, SaaS modules, and common troubleshooting. Each skill is a SKILL.md file…
- Using OpenClaw as an AI Customer Support Agent Part 2: Configuring the Agent Identity and Behavior Rules
Configuring the Nimbus support agent identity inside openclaw.json, including the system prompt, response behavior rules, boundary definitions for prohibited actions, escalation triggers with pattern matching, and response templates for common…
- Using OpenClaw as an AI Customer Support Agent Part 1: Architecture and Use Case Overview
An introduction to building an AI-powered customer support agent using OpenClaw for NimbusServe Technologies, a Frankfurt-based web hosting provider. This article covers the support architecture, the five service lines the…
- Installing and Configuring OpenClaw on Ubuntu 24 Using Docker Part 4: Installing Skills and Configuring Automation
Install skills from the ClawHub marketplace, create a custom morning briefing skill, and configure cron-based automation so the LumaNova OpenClaw agent delivers scheduled reports across Telegram, Discord, and WhatsApp.
- Installing and Configuring OpenClaw on Ubuntu 24 Using Docker Part 3: Configuring Messaging Channels
Connect Telegram, Discord, and WhatsApp to the OpenClaw gateway so all three LumaNova teams can interact with the same AI agent through their preferred messaging platform with shared memory.