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Audit LLM API Costs Locally Before Adding a Proxy
Find which model, processing mode or charge drove an API bill increase. Compare two complete weeks with a local Python audit that does not collect prompts.
How to Install Mojo 1.0 on Linux, Mac and Windows WSL
Install Mojo 1.0 in an isolated project on Linux, Apple silicon or Windows WSL, run a CPU example and understand the optional source-build path.
10 Microsoft 365 Administrator Projects for a Job-Ready Portfolio
Build ten Microsoft 365 administrator projects that produce credible portfolio evidence across Entra, Intune, Exchange, Defender, Purview and Teams.
Run Local PDF OCR with Xinference 3.2 and DeepDoc
Run Xinference 3.2 and DeepDoc on a local Docker endpoint, parse a PDF through the exact OCR API, inspect structured results and remove the service safely.
Azure Virtual Desktop Cost Optimization Checklist (2026)
Reduce Azure Virtual Desktop waste with a measured checklist for licensing, host pools, VM rightsizing, autoscale, storage, commitments, budgets and rollback.
Use Hugging Face Datasets in marimo 0.24 with hf:// URLs
Browse Hugging Face datasets in marimo, read CSV and Parquet with Polars, manage credentials and pin dataset revisions for reproducible work.
How to Connect Microsoft 365 Logs to Microsoft Sentinel
Connect Microsoft 365 audit activity to Sentinel, validate Exchange, SharePoint and Teams events with KQL, control retention and roll back safely.
How to Install oMLX on Mac and Run a Local OpenAI-Compatible Server
Install oMLX on Apple Silicon, download a compatible MLX model, secure its local server and test the OpenAI-compatible API before connecting a client.
How to Set Up Microsoft Defender for Business (2026)
Set up Microsoft Defender for Business with least-privilege roles, a Windows pilot, controlled onboarding, policy checks, alert validation and a safe rollback plan.
How to Install the Official Context7 Plugin in OpenCode
Install Context7 in OpenCode, authenticate with OAuth or an API key, verify current documentation lookups and remove the connection safely.
SCCM to Intune Migration Checklist (2026)
Plan an SCCM-to-Intune migration with dependency checks, co-management pilots, supported workload moves, validation gates and rollback planning.
Firefox Smart Window with Ollama: Local Model Setup Guide
Connect Firefox Smart Window to Ollama, check the local endpoint and review Memories settings. Includes availability limits and connection troubleshooting.
Search PDF Pages with NeoMME: Local Python Setup
Build local PDF-page search with NeoMME in Python. Render pages, compare retrieval rankings and check the original evidence before adding document Q&A.
Test Local LLMs with Promptfoo: Catch Regressions Before You Switch
Test local Ollama models with Promptfoo. Save a JSON test fixture, catch incorrect fields, compare upgrades and inspect failures without a paid AI grader.
Open WebUI Permissions: Audit Groups, Tools and Sharing
Audit Open WebUI permissions with test users. Check group grants, Tools and Notes sharing, private chat links and a simple rollback checklist.
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