Build a Visual Search for Your Knowledge Base
Visual Search Implementation: From Goals to Production Turn images into actionable search results: set clear goals, index visuals, design UI, and measure R
Lightweight Orchestration: Queues, Retries, Timeouts
Designing Reliable Asynchronous Task Processing Build reliable async workflows that scale: reduce failures, improve latency, and simplify recovery—practica
Lite Guardrails for Local Apps (Regex, Schemas, Functions)
Practical Guide to Lite Guardrails for LLM Apps Implement lightweight guardrails that reduce harmful outputs, keep user intent intact, and integrate smooth
ETL to RAG: Clean, Split, Enrich, Embed
Building a High-Quality Retrieval-Augmented Generation (RAG) Pipeline Practical steps to design and deploy an accurate RAG pipeline that improves answers a
Prompt Debugging: A Step‑by‑Step Triage Playbook
Debugging LLM Failures: A Practical Playbook Pinpoint and fix LLM issues fast: practical diagnostics, reproducible tests, and iterative prompt experiments
Prompt Injections: What They Are and How to Defend
Preventing Prompt Injection Attacks: Practical Guide for Secure Prompting Learn how to identify, assess, detect, and mitigate prompt injection attacks to k
Telemetry for AI Apps: What to Track
Telemetry for AI Applications: What to Measure and How to Act Collect the right telemetry to keep AI models accurate, fast, and compliant — reduce risk and
AI for Healthcare Admin: Intake & Triage (Non‑Clinical)
Using AI to Streamline Non-Clinical Intake and Triage Use AI to capture structured intake data, score and route requests, automate eligibility and scheduli
Video Summaries You Can Trust: Quality Controls
Operationalizing Quality for AI Meeting Transcripts and Summaries Ensure reliable, accurate meeting transcripts and summaries that drive decisions — practi
Agent UI Patterns: Status, Logs, and Overrides
Designing Safe Automation Controls for Enterprise UIs Create clear, auditable automation controls that reduce risk and speed operations — practical pattern