FactualMinds Blog
Expert perspectives on AWS cloud consulting, generative AI, and enterprise solutions.
Your org chart wants five agents before one lookup works. If you are under ~8 tools and one audience, stop — one agent. The ~$791/mo platform cost floor at 50,000 sessions is one support-shaped mix, not five specialists.
Do not staff all five specialists in week one. An open-ended "handle this order" fans out to every agent. Hop cap 2. The ~$791/mo platform cost floor at 50,000 sessions is one support-shaped mix, not a fleet budget.
AgentCore Harness went GA June 17, 2026. Use n8n for process orchestration and @aws/n8n-nodes-agentcore to invoke Harness — pin the ARN in production. Reuse the Gateway ~180→95 ms canary; do not treat n8n as the agent runtime.
Store-connected agents fail at secrets, PII, and payment tools — not at prompts. Support-shaped pilots tracked roughly 3× spend when a browser tool stayed on for lookup turns. Delete payment tools.
A shopper never sees your hero video — an intermediary picks on fields. Adobe July 2026: AI-referrals +62% YoY, 60% higher conversion than non-AI traffic. Optimize the decision inputs agents weigh, not a speculative autopilot checkout.
Monday again: where is my order. That pile is about 18% of helpdesk volume. Look up the scan. Do not invent a 2pm window. We are not publishing a tickets-down number.
On August 19, 2026 AWS enabled live-web fetch for Bedrock Web Search in 3 US Regions. Default external_web_access is true; AmazonBedrockFullAccess still does not grant ExternalWebAccess — and the 403 does not fail the request.
Do not pick AgentCore vs Quick. Pick the surface. Agent Skills are official on Harness and Strands, not Chat Agents. August 2026 list price: 500-employee Quick Professional ~$10,250/mo vs ~$791 AgentCore at 50K sessions.
On Aug 7, 2026, AWS shipped aws-auth as a core Cognito skill in the Agent Toolkit—603 installs on skills.sh within days, 9 reference packs under skills/core-skills/aws-auth, and a hard warning that update-user-pool-client is a full replace.
Harness GA Jun 17, 2026 plus Strands 1.0 primitives — and why AWS Context is still Coming soon. Reuse the ~180→95 ms Gateway canary; ship Managed KB today.
On Aug 6, 2026 AgentCore Runtime Instances went GA — EC2-backed agents with sessions up to 14 days vs 8-hour microVM Runtime. Field guide: capacity providers, GPU fit, and when idle EC2 burns more than serverless.
On August 4, 2026 Amazon Connect Cases gained workspace CSV export in 10 Regions — Cases.Export permission, field picker, Cases-export-YYYY-MM-DD.csv. Enable for the right roles only.