AI Tutorials
August 11, 2026•14 min read
After the Stop Button: Cancellation Semantics for AI Agents
A field guide to propagating cancellation, proving work has stopped, and reconciling side effects when an AI task outlives the user's intent.
Articles & Tutorials
Blog
Insights, tutorials, and updates from the ZharfAI team
AI Tutorials
August 10, 2026•7 min read
AI in Accounting: Financial Document Automation for Iranian Companies
A practical guide to AI in accounting: extracting data from Persian invoices, reconciliation, internal controls, and a measurable pilot path for finance teams at Iranian companies.
AI Tutorials
August 10, 2026•14 min read
The Queue Is a Policy: Admission Control for AI Under Load
A practical architecture for deciding which AI work to admit, queue, degrade, defer, or reject before overload turns useful capacity into wasted effort.
Industry Insights
August 10, 2026•7 min read
AI in Iranian Banking: From Fraud Detection to Customer Assistants
An operational view of AI in Iranian banking: fraud detection, credit scoring, Persian customer assistants, and document automation, with governance requirements and a low-risk pilot path.
Industry Insights
August 10, 2026•14 min read
How to Choose the Best AI Company in Iran: 2026 Buyer Guide
An evidence-first checklist for selecting an AI company in Iran: define the workflow, test Persian performance, examine security, measure a pilot, and negotiate an exit.
Industry Insights
August 10, 2026•6 min read
Iranian AI: Choosing Between Local and Foreign Tools for Your Organization
Iranian AI is more than a label. A decision guide for weighing local platforms against foreign tools: data residency, access resilience, Persian quality, and a fair evaluation checklist.
AI Tutorials
August 10, 2026•7 min read
Persian Chatbots for Business: A Design, Evaluation, and Deployment Guide
A practical guide to Persian business chatbots: retrieval-grounded architecture with citations, evaluation on real Persian data, security controls, and a staged deployment path.
AI Technology
August 10, 2026•6 min read
What Is Artificial Intelligence? A Manager's Guide to Deciding
A clear answer to what AI is, written for managers: precise definitions, machine learning versus language models, real capabilities and limits today, and a decision framework for adoption.
AI Tutorials
August 9, 2026•13 min read
Valid JSON, Wrong Decision: The AI Output Contract
A field guide to versioning, validating, repairing, and safely consuming structured AI output without confusing schema compliance with truth or authority.
AI Tutorials
August 7, 2026•14 min read
The Second Attempt Problem: Retrying AI Without Duplicating Actions
An operating guide for deciding when an AI call may be retried, hedged, failed over, or reconciled—and for preventing timeout ambiguity from becoming duplicate business action.
AI Tutorials
August 6, 2026•14 min read
The Dangerous Cache Hit: Reusing AI Answers Without Reusing Mistakes
A practical architecture for deciding when an AI answer may be reused, which context must enter the cache key, and when freshness, authority, or consequence requires a new result.
AI Tutorials
August 6, 2026•8 min read
GitHub Copilot CLI Tutorial: Plan, Agents, MCP, and GitHub Workflows
Master GitHub Copilot CLI from installation and permissions to plan and autopilot modes, fleet agents, skills, MCP, plugins, IDE and remote work, review, hooks, and automation.