SCC Comets

Why 92% of US Developers Now Use AI Coding Tools Daily

Why 92% of US Developers Now Use AI Coding Tools Daily

Discover why 92% of US developers now rely on AI coding tools daily. Explore the productivity stats, security risks, and how tools like GitHub Copilot are reshaping software engineering workflows.
Talent Strategy for Generative AI: Hiring, Upskilling, and Communities

Talent Strategy for Generative AI: Hiring, Upskilling, and Communities

Struggling with AI adoption? Discover how hiring hybrid talent, cohort-based upskilling, and Communities of Practice drive success. Learn why internal mobility beats expensive external hires and how to redesign roles for human-AI collaboration.
Prompt Metrics for Generative AI: Measuring Clarity, Coverage, and Compliance

Prompt Metrics for Generative AI: Measuring Clarity, Coverage, and Compliance

Stop guessing if your AI prompts work. Learn how to measure Clarity, Coverage, and Compliance with concrete metrics. Transform prompt engineering from an art into a science.
Streaming vs Batch AI Responses: Accuracy, Hallucinations, and UX

Streaming vs Batch AI Responses: Accuracy, Hallucinations, and UX

Discover how streaming vs batch responses in Generative AI impacts accuracy, hallucination visibility, and user experience. Learn when to prioritize speed over validation.
Self-Supervised Learning for Generative AI: Pretraining and Fine-Tuning Guide

Self-Supervised Learning for Generative AI: Pretraining and Fine-Tuning Guide

Discover how Self-Supervised Learning powers Generative AI. Learn the difference between pretraining and fine-tuning, real-world applications, and tools to build efficient AI models.
Securing Multi-Tenant Self-Hosted LLMs: Isolation Strategies
Tess Rempel

Securing Multi-Tenant Self-Hosted LLMs: Isolation Strategies

Learn how to secure self-hosted multi-tenant LLMs. Compare silo vs. pooled architectures, prevent prompt injection, and implement robust data isolation strategies.
Vibe Coding Principles: A Guide to Outcome-First AI Development

Vibe Coding Principles: A Guide to Outcome-First AI Development

Discover vibe coding principles for outcome-first development. Learn how AI code generation shifts your role from typing syntax to directing outcomes, balancing speed with security.
Budgeting for Generative AI: Total Cost and Value Realization Guide

Budgeting for Generative AI: Total Cost and Value Realization Guide

Discover the true costs of Generative AI in 2026. Learn why data prep and change management drive budgets, and how to achieve 25%+ ROI with staged implementation.
Knowledge Management with Generative AI: Answer Engines over Enterprise Documents

Knowledge Management with Generative AI: Answer Engines over Enterprise Documents

Discover how Generative AI transforms enterprise knowledge management. Learn about RAG architectures, implementation strategies, and real-world ROI metrics.
Secure Branch Protection for Vibe-Coded Repositories
Tess Rempel

Secure Branch Protection for Vibe-Coded Repositories

Learn how to secure vibe-coded repositories with robust branch protection strategies. Discover why AI-generated code needs stricter SAST, SCA, and supply chain controls.
Cost-Performance Tuning for Open-Source LLM Inference: A Practical Guide

Cost-Performance Tuning for Open-Source LLM Inference: A Practical Guide

Cut open-source LLM inference costs by 70-90% with practical tuning tips. Learn how quantization, continuous batching, and multi-LoRA serving boost performance without breaking your budget.
Vibe Coding vs AI Pair Programming: A Developer's Guide to Choosing the Right Workflow

Vibe Coding vs AI Pair Programming: A Developer's Guide to Choosing the Right Workflow

Discover the difference between vibe coding and AI pair programming. Learn when to use rapid AI prompting versus structured collaborative workflows to boost developer productivity and code security.