Oruk.ai API - the first to know everything
A 2026 comparison of Oruk and NewsAPI for real-time news, MCP, and SSE workflows.
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Blog
Notes from the field.
What we’ve learned shipping integrations, automation, and internal tools for real businesses.
How to fine-tune Llama 3.1 using Google Colab
Walkthrough on getting an 8B model fine-tuned on Colab with Unsloth and PEFT.
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Multi-agent frameworks in healthcare AI
Structured agent workflows for clinical reasoning and reducing hallucinations.
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Creating a FreshService ticket with multiple attachments
A walkthrough using PHP and Python against the FreshService API.
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How to fine-tune an LLM using your own data
A practical guide to using OpenAI’s fine-tuning APIs end to end.
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Updating extension attributes for hybrid users
Driving Entra ID dynamic groups for on-prem hybrid users via PowerShell.
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Supercharge LLM API calls with Python multithreading
Patterns for batching and parallelizing language model calls in Python.
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Passing variables between Data Factory and Databricks
A reliable pattern for round-tripping parameters and outputs.
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Fixing "Errno 13 Permission Denied" on Databricks ADLS mounts
Diagnosing and re-mounting an inherited Azure Data Lake mount when access breaks.
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Automating Cisco Meraki change-log reports via API and PowerShell
Pulling, formatting, and emailing Meraki change logs without manual exports.
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Azure DevOps: fixing Terraform pipeline ENOENT failures
Tracking down and resolving intermittent ENOENT errors in Terraform pipelines.
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Optimizing Azure Data Lake Storage Gen2 costs
Lifecycle management, access tiers, and retention practices that keep ADLS bills predictable.
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Resetting an Azure Linux VM password
How to reset the admin password on an Azure Linux VM via the portal and CLI.
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Windows company branding via Microsoft 365
Rolling out consistent company branding to Windows sign-in and Entra ID.
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Restricting Microsoft Teams creation with PowerShell
Controlling who can create new Teams via UI settings and PowerShell governance policies.
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Connecting ADLS Gen2 to Azure Machine Learning Studio
Wiring an Azure Data Lake Gen 2 datastore into Azure ML Studio for training pipelines.
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Using the SmarterU API with Postman and Python
Getting started with the SmarterU API for automation, reporting, and integrations.
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Cisco Meraki: Guest Wi-Fi Ambassadors
Setting up ambassador-managed Guest Wi-Fi in a Meraki environment.
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Bypassing consent prompts in Microsoft PowerApps
Using PowerShell to pre-consent connectors so end users skip the consent dialog.
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Azure NSG creation error: Invalid Address Prefix (PowerShell)
Fixing the "Invalid Address Prefix" error when scripting Azure Network Security Groups.
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Uninstalling Phone Link from Windows with PowerShell
A clean way to remove the Phone Link app across a Windows fleet.
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