PromptOps
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Track 12
12. Workflow & Conversation Design
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1
Prompt Chaining for Workflows
Build complex business workflows using sequential prompt chains.
Expert
2
Prompt-Based Data Validation
Validate data quality using natural language rules.
Expert
3
Conversational Flow Design
Design multi-turn conversation architectures with state management.
Expert
4
Prompt-Based Testing
Use LLMs to generate test cases and validate software behavior.
Expert
5
Knowledge Graph Prompts
Extract structured relationships from text to build knowledge graphs.
Expert
6
Prompt-Based Code Generation
Generate production-quality code from natural language specifications.
Expert
7
Prompt Optimization Algorithms
Apply systematic search algorithms to find optimal prompt formulations.
Expert
8
Prompt Ensemble Methods
Combine multiple prompt strategies for more robust predictions.
Expert
9
Context Distillation
Compress long contexts into shorter, information-dense representations.
Expert
10
Prompt-Based Anomaly Detection
Detect unusual patterns in data using natural language analysis.
Expert
11
Prompt Compression Techniques
Reduce prompt length without sacrificing instruction quality.
Expert
12
Multi-Turn Context Management
Manage growing conversation contexts without exceeding token limits.
Expert
13
Prompt Safety Testing Frameworks
Systematically test prompts against adversarial attack vectors.
Expert
14
Prompt-Based Data Cleaning
Clean and normalize messy datasets using natural language instructions.
Expert
15
Prompt Collaboration Workflows
Enable teams to collaborate on prompt development effectively.
Expert
16
Prompt-Based Forecasting
Generate predictions and forecasts from historical data patterns.
Expert
17
Prompt User Research
Design prompts that gather and analyze user feedback effectively.
Expert
18
Prompt-Based Summarization Strategies
Apply different summarization techniques for different content types.
Expert
19
Prompt-Based Recommendation Systems
Generate personalized recommendations using user preference analysis.
Expert
20
Prompt Performance Profiling
Identify and optimize performance bottlenecks in prompt pipelines.
Expert
12. Workflow & Conversation Design