https://threemoonsnetwork.net/blog.html AI automation, SRE practices, and practical technology insights for small businesses. en-us Mon, 15 Jun 2026 00:00:00 +0000 https://threemoonsnetwork.net/blog-three-aws-services-every-smb-should-know.html https://threemoonsnetwork.net/blog-three-aws-services-every-smb-should-know.html Mon, 15 Jun 2026 00:00:00 +0000 Lambda, S3, and DynamoDB cover 80% of small business automation needs. Here's what each does in plain English, with real costs and a complete workflow example. https://threemoonsnetwork.net/blog-pricing-ai-consulting.html https://threemoonsnetwork.net/blog-pricing-ai-consulting.html Mon, 08 Jun 2026 00:00:00 +0000 Hourly billing rewards inefficiency. Here's why fixed-price models work better for AI consulting, with real examples, a scope document template, and pricing tiers that scale. https://threemoonsnetwork.net/blog-claude-tool-use-self-correcting-pipelines.html https://threemoonsnetwork.net/blog-claude-tool-use-self-correcting-pipelines.html Mon, 01 Jun 2026 00:00:00 +0000 How to use Claude's tool_use feature to build self-correcting pipelines that validate their own output, catch errors before they reach your database, and automatically retry with feedback. https://threemoonsnetwork.net/blog-15-minute-security-audit.html https://threemoonsnetwork.net/blog-15-minute-security-audit.html Mon, 25 May 2026 00:00:00 +0000 A practical 15-minute checklist to secure your AWS AI automation before it ships. Covers API keys, IAM least-privilege, encryption, input validation, and dependency scanning. https://threemoonsnetwork.net/blog-ai-agents-are-coming.html https://threemoonsnetwork.net/blog-ai-agents-are-coming.html Mon, 18 May 2026 00:00:00 +0000 The three guardrails - human-in-the-loop, audit trails, output validation - that keep autonomous AI agents from making expensive mistakes in your business. https://threemoonsnetwork.net/blog-event-driven-architecture-small-business.html https://threemoonsnetwork.net/blog-event-driven-architecture-small-business.html Mon, 11 May 2026 00:00:00 +0000 Small businesses don't need Kafka. S3 + Lambda + DynamoDB makes resilient, near-zero-cost event-driven automation pipelines you can build in an afternoon. https://threemoonsnetwork.net/blog-why-i-dont-use-langchain.html https://threemoonsnetwork.net/blog-why-i-dont-use-langchain.html Mon, 04 May 2026 00:00:00 +0000 Why I avoid LangChain for production LLM systems. Abstraction leakage, debugging hell, and the explicit-Python alternative I use with the Anthropic SDK. https://threemoonsnetwork.net/blog-ai-for-healthcare-admin.html https://threemoonsnetwork.net/blog-ai-for-healthcare-admin.html Tue, 28 Apr 2026 00:00:00 +0000 Automate prior authorizations and intake forms with AI. HIPAA-compliant document extraction, validation, and routing on AWS that cuts 40% of manual processing time. https://threemoonsnetwork.net/blog-solo-consultant-production-deployments.html https://threemoonsnetwork.net/blog-solo-consultant-production-deployments.html Mon, 27 Apr 2026 00:00:00 +0000 Build a production-grade deployment system as a solo consultant using GitHub Actions, Terraform, and AWS OIDC. No stored credentials, automated rollbacks, environment promotion. https://threemoonsnetwork.net/blog-calculate-automation-roi.html https://threemoonsnetwork.net/blog-calculate-automation-roi.html Fri, 24 Apr 2026 00:00:00 +0000 A practical framework for calculating the ROI of automation projects before you build them. Includes formulas, real numbers, and a reusable template for presenting to your CFO. https://threemoonsnetwork.net/blog-stop-building-features-automate-workflows.html https://threemoonsnetwork.net/blog-stop-building-features-automate-workflows.html Thu, 23 Apr 2026 00:00:00 +0000 AI features impress in demos. AI-automated workflows deliver ROI. Here's how to identify, scope, and prioritize the workflows worth automating in your business. https://threemoonsnetwork.net/blog-serverless-vs-containers.html https://threemoonsnetwork.net/blog-serverless-vs-containers.html Wed, 22 Apr 2026 00:00:00 +0000 A practical decision framework for choosing between AWS Lambda and ECS/Fargate for AI workloads. Real cost comparisons, architecture patterns, and a hybrid approach for teams that need both. https://threemoonsnetwork.net/blog-the-runbook.html https://threemoonsnetwork.net/blog-the-runbook.html Tue, 21 Apr 2026 00:00:00 +0000 A runbook is the difference between 'we hope someone knows what to do' and 'we have a plan.' Here's how to build one for your AI system before 2am hits. https://threemoonsnetwork.net/blog-ai-for-retail-demand-forecasting.html https://threemoonsnetwork.net/blog-ai-for-retail-demand-forecasting.html Mon, 20 Apr 2026 00:00:00 +0000 You have 18 months of sales history and no data scientist. Here's how to build a practical demand forecasting system on AWS using Claude, Lambda, and DynamoDB for about $30/month. https://threemoonsnetwork.net/blog-idempotent-data-pipelines.html https://threemoonsnetwork.net/blog-idempotent-data-pipelines.html Fri, 17 Apr 2026 00:00:00 +0000 Idempotency is the difference between a data pipeline and a nightmare. Here's how to build pipelines on AWS that handle retries, duplicate events, and network failures without corrupting your data. https://threemoonsnetwork.net/blog-prompt-engineering-not-software-engineering.html https://threemoonsnetwork.net/blog-prompt-engineering-not-software-engineering.html Thu, 16 Apr 2026 00:00:00 +0000 Prompt engineering is instruction writing. Software engineering is architecture. Here's how structured outputs, validation layers, and schema contracts bridge the gap for production AI systems. https://threemoonsnetwork.net/blog-zero-downtime-handoff.html https://threemoonsnetwork.net/blog-zero-downtime-handoff.html Wed, 15 Apr 2026 00:00:00 +0000 Most AI consulting projects fail at handoff. Here's the six-phase structure that lets clients own their system from day one. https://threemoonsnetwork.net/blog-monitoring-ai-systems.html https://threemoonsnetwork.net/blog-monitoring-ai-systems.html Tue, 14 Apr 2026 00:00:00 +0000 Your AI system is up but silently degrading. Here are the five metrics that catch problems before users do. https://threemoonsnetwork.net/blog-aws-costs-cheaper-than-you-think.html https://threemoonsnetwork.net/blog-aws-costs-cheaper-than-you-think.html Mon, 13 Apr 2026 00:00:00 +0000 AWS will bankrupt us - said every SMB owner before seeing the real numbers. Here's what serverless automation actually costs: $2-15/month for a typical workload. https://threemoonsnetwork.net/blog-ai-chatbot-kill-switch.html https://threemoonsnetwork.net/blog-ai-chatbot-kill-switch.html Fri, 10 Apr 2026 00:00:00 +0000 Customer-facing AI chatbots can hallucinate, over-commit, or fall for prompt injection. Here's the kill switch architecture that keeps you out of PR trouble. https://threemoonsnetwork.net/blog-ai-for-accounting-firms.html https://threemoonsnetwork.net/blog-ai-for-accounting-firms.html Thu, 09 Apr 2026 00:00:00 +0000 Three practical AI automations for accounting firms with real costs, real ROI, and production architecture on AWS. https://threemoonsnetwork.net/blog-api-rate-limits.html https://threemoonsnetwork.net/blog-api-rate-limits.html Wed, 08 Apr 2026 00:00:00 +0000 Rate limits will break your AI automation if you're not prepared. Here's the production architecture that keeps your system running. https://threemoonsnetwork.net/blog-5000-automation-replaced-60000-process.html https://threemoonsnetwork.net/blog-5000-automation-replaced-60000-process.html Tue, 07 Apr 2026 00:00:00 +0000 A real case study: how a $5,000 automation replaced a $60,000 manual invoice processing workflow using AWS Lambda, Claude API, and DynamoDB. https://threemoonsnetwork.net/blog-terraform-for-non-engineers.html https://threemoonsnetwork.net/blog-terraform-for-non-engineers.html Mon, 06 Apr 2026 00:00:00 +0000 Your AI automation isn't just code - it's infrastructure. Here's why Terraform matters for non-engineers and how IaC keeps your AI systems alive. https://threemoonsnetwork.net/blog-evaluate-ai-consultant.html https://threemoonsnetwork.net/blog-evaluate-ai-consultant.html Thu, 03 Apr 2026 00:00:00 +0000 Seven questions every business owner should ask before hiring an AI consultant, and the red flags that reveal who actually ships versus who just demos. https://threemoonsnetwork.net/blog-real-cost-free-ai-tools.html https://threemoonsnetwork.net/blog-real-cost-free-ai-tools.html Thu, 02 Apr 2026 00:00:00 +0000 No-code AI platforms promise free automation, but vendor lock-in, rate limits, and hidden costs add up fast. https://threemoonsnetwork.net/blog-claude-dev-workflow.html https://threemoonsnetwork.net/blog-claude-dev-workflow.html Mon, 30 Mar 2026 00:00:00 +0000 How a solo AI consultant delivers production-grade automations in days instead of weeks using Claude as a development partner. https://threemoonsnetwork.net/blog-5-processes-to-automate.html https://threemoonsnetwork.net/blog-5-processes-to-automate.html Fri, 27 Mar 2026 00:00:00 +0000 Five high-ROI business processes your small business should automate right now, with real implementation patterns. https://threemoonsnetwork.net/blog-ai-breaks-at-2am.html https://threemoonsnetwork.net/blog-ai-breaks-at-2am.html Thu, 26 Mar 2026 00:00:00 +0000 Most AI automations fail in production because they were built like demos. Here's how to build them like infrastructure. https://threemoonsnetwork.net/blog-ai-breaks-at-2am.html https://threemoonsnetwork.net/blog-ai-breaks-at-2am.html Thu, 26 Mar 2026 00:00:00 +0000 Most AI automations fail in production because they were built like demos. Here's how to build them like infrastructure.