https://www.logicweave.ai/ai-automation-blog/Practical writing about production AI, automation, and infrastructure.https://www.logicweave.ai/can-you-trust-ai-spending-limit/https://www.logicweave.ai/can-you-trust-ai-spending-limit/Mon, 14 Sep 2026 12:00:00 GMTA small gateway test stopped repeated requests without cutting off another key. The allowance still overshot. Here’s how I’d turn that result into a buying decision.https://www.logicweave.ai/ai-agent-permissions-per-tool-access/https://www.logicweave.ai/ai-agent-permissions-per-tool-access/Tue, 25 Aug 2026 13:53:02 GMTI tested prompt-only, stateless, and AgentCore temporal controls to show why AI agent permissions can still allow an unsafe sequence of tool calls.https://www.logicweave.ai/ai-operations-review-system-manual-matching/https://www.logicweave.ai/ai-operations-review-system-manual-matching/Mon, 24 Aug 2026 14:45:47 GMTHow I added an AI operations review system to an existing matcher, supported 62 of 337 blind cases, and kept uncertain decisions with people.https://www.logicweave.ai/mcp-server-authentication-off-n8n/https://www.logicweave.ai/mcp-server-authentication-off-n8n/Sun, 16 Aug 2026 14:31:38 GMTI moved MCP server authentication from n8n to AWS while keeping proven write workflows. Here is the architecture, security boundary, and migration tradeoff.https://www.logicweave.ai/quoted-supabase-access-aws-read-layer/https://www.logicweave.ai/quoted-supabase-access-aws-read-layer/Mon, 10 Aug 2026 12:21:42 GMTA quoted $7,000-per-year access path led me to build a governed AWS read layer estimated at $38–$45 per month—without replacing Supabase.https://www.logicweave.ai/codex-vs-claude-code-2026/https://www.logicweave.ai/codex-vs-claude-code-2026/Thu, 25 Jun 2026 17:34:22 GMTCodex vs Claude Code is less about raw intelligence and more about workflow. Codex feels better when you are juggling real projects.https://www.logicweave.ai/microsoft-work-iq-api/https://www.logicweave.ai/microsoft-work-iq-api/Mon, 22 Jun 2026 18:41:05 GMTI configured the Microsoft Work IQ API end-to-end and still hit a 403. Here’s what Microsoft’s new agent API actually takes to use.https://www.logicweave.ai/hidden-cost-self-hosting-ai/https://www.logicweave.ai/hidden-cost-self-hosting-ai/Wed, 27 May 2026 23:28:03 GMTSelf-hosting AI looks like a bargain at $48/month — until it breaks and you realize the bill was the easy part.https://www.logicweave.ai/claude-code-agent-view-kanban-data-model/https://www.logicweave.ai/claude-code-agent-view-kanban-data-model/Sat, 16 May 2026 11:56:50 GMTClaude Code Agent View landed in 2.1.139 with the task data model on disk — but no board. Here’s the 50-line script that renders the kanban.https://www.logicweave.ai/mcp-config-is-new-env/https://www.logicweave.ai/mcp-config-is-new-env/Mon, 27 Apr 2026 19:25:46 GMTA npm worm now hunts ~/.claude/mcp.json by name. Here is a hands-on mcp.json security pass — env indirection, scoping, and 4 checks I ran today.https://www.logicweave.ai/managed-agents-retainer-pricing/https://www.logicweave.ai/managed-agents-retainer-pricing/Fri, 24 Apr 2026 22:43:15 GMTClaude Managed Agents pricing headlines quote $58/mo. I built one, ran a real workload, and the 30-day projection came out to $0.42. Here’s why.https://www.logicweave.ai/claude-design-isnt-new/https://www.logicweave.ai/claude-design-isnt-new/Fri, 24 Apr 2026 00:55:27 GMTFigma fell 7.28% the day Claude Design launched. But Claude Code users were already running this pipeline from the terminal.https://www.logicweave.ai/nemoclaw-openclaw-deployment-review/https://www.logicweave.ai/nemoclaw-openclaw-deployment-review/Fri, 27 Mar 2026 18:21:29 GMTI deployed OpenClaw via NemoClaw and DigitalOcean back to back. NVIDIA’s $130/mo sandbox and DO’s $24/mo droplet hit the same walls.https://www.logicweave.ai/gpt-5-4-vs-gemini-3-1-vs-claude-opus-4-6-comparison-2026/https://www.logicweave.ai/gpt-5-4-vs-gemini-3-1-vs-claude-opus-4-6-comparison-2026/Thu, 19 Mar 2026 20:20:24 GMTI gave all three frontier models the same real tasks. They all passed. Here’s what actually matters when choosing between them in 2026.https://www.logicweave.ai/claude-code-memory-vs-mem0-tested/https://www.logicweave.ai/claude-code-memory-vs-mem0-tested/Thu, 12 Mar 2026 13:55:18 GMTI stored 10 detailed memories in mem0 and got back 15 atomic facts. Here is what survived, what did not, and when each system matters.https://www.logicweave.ai/4-claude-code-agents-content-pipeline/https://www.logicweave.ai/4-claude-code-agents-content-pipeline/Thu, 12 Mar 2026 02:19:51 GMTI built 4 specialized Claude Code agents that plan, write, optimize, and research content autonomously. Here is how the pipeline chains together.https://www.logicweave.ai/how-i-gave-claude-code-full-access-google-workspace/https://www.logicweave.ai/how-i-gave-claude-code-full-access-google-workspace/Mon, 09 Mar 2026 21:04:39 GMTI gave Claude Code full access to Gmail, Drive, Docs, Calendar, and Sheets using the gws CLI. Here is the complete setup with OAuth and scopes.https://www.logicweave.ai/adobe-firefly-just-became-a-serious-automation-tool-and-most-people-havent-noticed/https://www.logicweave.ai/adobe-firefly-just-became-a-serious-automation-tool-and-most-people-havent-noticed/Mon, 08 Dec 2025 22:07:12 GMTAdobe Firefly is not just another AI image generator. Its commercial licensing and API make it the first serious option for automated content pipelines.https://www.logicweave.ai/the-legacy-workflow-why-connecting-mcp-servers-to-azure-ai-foundry-used-to-make-developers-cry/https://www.logicweave.ai/the-legacy-workflow-why-connecting-mcp-servers-to-azure-ai-foundry-used-to-make-developers-cry/Thu, 27 Nov 2025 18:10:20 GMTNo Add Server button. No URL form. Connecting MCP servers to Azure AI Foundry meant fighting the platform at every step. Here is the legacy workflow.https://www.logicweave.ai/i-thought-deploying-an-mcp-server-to-azure-would-be-simple-three-port-conflicts-later/https://www.logicweave.ai/i-thought-deploying-an-mcp-server-to-azure-would-be-simple-three-port-conflicts-later/Wed, 29 Oct 2025 13:40:03 GMTFastMCP worked locally. Docker ran fine. Then Azure deployment hit port conflicts, auth failures, and container issues. Here is how I fixed all of it.