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Joran Hofman🙏 6 karmaJan 22, 2026@MiroAIMiro has massively improved how we collaborate and execute. The AI features have made a real difference in day-to-day productivity, helping us structure ideas quickly and get to decisions faster. What really surprised me is the new prototyping feature: it’s now much easier to turn a workshop board into an actual prototype and iterate with the team. If you’re running product work, workshops, roadmaps, or even GTM planning, Miro is worth it. -
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Hi everyone — Vera here, the maker 👋 I built FaceShapeDetector because most “face shape” tools only tell you a label (oval, round, etc.) without real guidance. This tool focuses on accuracy first, then shows you 9 hairstyle previews on YOUR face — plus a Barber Card™ you can bring to your barber/stylist. For best results: • Use a clear front-facing photo • Remove glasses • Keep a neutral expression I’d genuinely love feedback — especially on: Accuracy Hairstyle realism Whether the Barber Card™ is actually useful in real life Launch week deal is live for the TAAFT community ❤️ Thanks for checking it out! -
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Ask the community
Hoang Frank
Mar 3, 2025
Slide 1: Title Slide
Title: "Understanding Probe Cards: History, Structure, Principle, and Value"
Subtitle: A Comprehensive Training Guide
Details:Presented by [Your Name], Date: March 2, 2025
Visual: Image of a probe card or semiconductor wafer
Notes: Keep it clean and professional; use a tech-themed background.
Slide 2: Agenda
Title: "What We’ll Cover Today"
Text:
Introduction to Probe Cards
History of Probe Cards
Structure of Probe Cards
Working Principle
Value in Semiconductor Industry
Visual: Simple numbered list or icons for each topic
Notes: Set expectations for the audience.
Slide 3: What is a Probe Card?
Title: "Probe Card: The Basics"
Text:
An interface between test equipment and semiconductor wafers.
Used in automated integrated circuit (IC) testing.
Ensures electrical validation before dicing and packaging.
Visual: Diagram of a probe card connecting a tester to a wafer
Notes: Emphasize its role as a critical testing tool.
Slide 4: Why Probe Cards Matter
Title: "Importance in Semiconductor Manufacturing"
Text:
Identifies defects early, reducing waste.
Enables high-volume testing of ICs.
Supports the production of reliable electronics.
Visual: Image of a semiconductor production line
Notes: Highlight cost savings and quality control.
Slide 5: History – Early Beginnings
Title: "History of Probe Cards: The Early Days"
Text:
1960s: Emergence with basic needle-type probes.
Used for simple IC testing during the rise of semiconductors.
Limited to low pin counts and manual processes.
Visual: Vintage photo of early semiconductor testing
Notes: Set the stage for technological evolution.
Slide 6: History – Evolution in the 1980s
Title: "1980s: Advancements in Probe Technology"
Text:
Introduction of epoxy and blade probe cards.
Improved pin density for complex circuits.
Shift toward automated testing systems.
Visual: Image of an epoxy probe card
Notes: Mention the growth of the electronics industry.
Slide 7: History – MEMS Revolution
Title: "1990s–2000s: The MEMS Era"
Text:
Micro-Electro-Mechanical Systems (MEMS) probe cards introduced.
Enabled testing of smaller, denser ICs.
Supported the rise of mobile and computing technologies.
Visual: Close-up of a MEMS probe card
Notes: Highlight precision and scalability.
Slide 8: History – Modern Developments
Title: "Today: Cutting-Edge Probe Cards"
Text:
Full-wafer testing (e.g., 12-inch wafers in one touchdown).
High-frequency and high-pin-count capabilities.
Ongoing innovation for AI, 5G, and beyond.
Visual: Modern probe card in a cleanroom
Notes: Tie to current tech trends.
Slide 9: Structure – Overview
Title: "Structure of a Probe Card"
Text:
Three main components:
Printed Circuit Board (PCB)
Substrate
Contact Elements (Probes/Needles)
Visual: Labeled diagram of a probe card
Notes: Prepare to dive deeper into each part.
Slide 10: Structure – Printed Circuit Board (PCB)
Title: "The PCB Backbone"
Text:
Provides structural support and electrical pathways.
Materials: FR4, ceramic, or advanced composites.
Connects to the tester via edge contacts.
Visual: Image of a probe card PCB
Notes: Explain its role in signal transmission.
Slide 11: Structure – Substrate
Title: "The Substrate Layer"
Text:
Acts as an intermediary between PCB and probes.
Often made of ceramic or silicon.
Ensures precise alignment and stability.
Visual: Cross-section showing substrate placement
Notes: Highlight its mechanical importance.
Slide 12: Structure – Contact Elements
Title: "Probes: The Heart of the Card"
Text:
Needles or pins that contact the wafer.
Types: Needle, Vertical, MEMS.
Pitch: Microns apart for precision.
Visual: Magnified image of probe tips
Notes: Emphasize variety and precision.
Slide 13: Principle – How It Works
Title: "Working Principle of Probe Cards"
Text:
Connects tester to wafer via probes.
Sends electrical signals (test patterns).
Measures responses to validate IC functionality.
Visual: Flowchart (Tester → Probe Card → Wafer)
Notes: Keep it simple and clear.
Slide 14: Principle – Testing Process
Title: "The Testing Workflow"
Text:
Align probe card with wafer (optical alignment).
Probes touch IC pads or bumps.
Tester evaluates pass/fail.
Visual: Animation or step-by-step diagram
Notes: Show the precision required.
Slide 15: Principle – Key Parameters
Title: "Critical Performance Factors"
Text:
Contact resistance: Low for accurate readings.
Pin count: High for parallel testing.
Frequency: Supports high-speed ICs.
Visual: Graph comparing parameters
Notes: Tie to real-world applications.
Slide 16: Value – Cost Efficiency
Title: "Value: Saving Time and Money"
Text:
Early defect detection reduces downstream costs.
High-throughput testing speeds production.
Reusable with proper maintenance.
Visual: Cost-benefit chart
Notes: Quantify savings if possible.
Slide 17: Value – Quality Assurance
Title: "Value: Ensuring Reliability"
Text:
Validates IC performance before packaging.
Critical for high-stakes applications (e.g., automotive, medical).
Reduces field failures.
Visual: Image of a reliable IC in use
Notes: Emphasize trust in tech.
Slide 18: Value – Technological Enablement
Title: "Value: Driving Innovation"
Text:
Supports testing of advanced chips (AI, 5G, quantum).
Adapts to shrinking geometries and 3D packaging.
Fuels the digital revolution.
Visual: Futuristic tech (e.g., AI chip)
Notes: Look forward to future trends.
Slide 19: Challenges and Future
Title: "Looking Ahead"
Text:
Challenges: Tip contamination, wear, cost of customization.
Future: Self-cleaning probes, AI-driven testing, full automation.
Visual: Concept art of future probe tech
Notes: End on an optimistic note.
Slide 20: Conclusion
Title: "Key Takeaways"
Text:
Probe cards are vital to semiconductor testing.
Evolved from simple needles to advanced MEMS.
Deliver cost, quality, and innovation benefits.
Questions?
Visual: Recap image or thank-you note
Notes: Invite discussion and feedback.
Post
