Multiprocessing vs Asyncio for AI Workloads: When to Use Each Approach
Understand when to use multiprocessing versus asyncio for AI agent workloads. Learn CPU-bound vs I/O-bound trade-offs, ProcessPoolExecutor, and hybrid patterns.
12 min read
Archive page 1032 of 1224
AI Voice Agent Insights & Guides
Browse older CallSphere articles on AI voice agents, contact center automation, and conversational AI.
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Fine-Tuning with Hugging Face Transformers and PEFT: Complete Tutorial
A hands-on tutorial for fine-tuning open-source LLMs using Hugging Face Transformers, PEFT, and TRL libraries, covering setup, training configuration, evaluation, and pushing to the Hugging Face Hub.
14 min read
AI Agent Audit Trails: Immutable Logging for Compliance and Forensics
Build tamper-proof audit trails for AI agents that satisfy compliance requirements including SOC 2, HIPAA, and GDPR. Learn immutable log design, append-only storage, efficient query patterns, and retention policy implementation.
14 min read
Which enterprise ai agent platforms have been flagged for over-promising on capability versus production delivery: AI Agent Failures: The 10 Biggest Agentic AI Disasters of Early 2026
Which enterprise ai agent platforms have been flagged for over-promising on capability versus production delivery: A roundup of the most notable AI agent failures from rogue customer service bots to agents that booked wrong flights, and the critic…
10 min read
Building Agent Plugins: Extensible Architecture for Third-Party Capabilities
Design a plugin system that lets third-party developers extend your AI agent's capabilities with custom tools, data sources, and integrations. Learn plugin API design, registration, sandboxing, and versioning patterns.
14 min read
Fuzzing AI Agents: Automated Discovery of Edge Cases and Failure Modes
Learn how to fuzz test AI agents with automated input generation, boundary testing, adversarial inputs, and crash detection to discover failure modes before users do.
11 min read
AI Quiz Generator Agent: Creating Assessments from Any Content Source
Build an AI agent that analyzes text, lectures, or documents and automatically generates multiple-choice, short-answer, and true/false questions with calibrated difficulty levels.
13 min read
AI Agent for Legal Research: Case Law Search, Citation Extraction, and Analysis
Build an AI agent that searches legal databases, extracts citations from case law, ranks results by relevance, and generates research memos automatically.
13 min read
Speculative Decoding: Using Small Models to Speed Up Large Model Inference
Learn how speculative decoding uses lightweight draft models to generate candidate tokens that a large target model verifies in parallel, achieving 2-3x inference speedups without quality loss.
10 min read
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