SCC Comets

SCC Comets2026-05-27T07:43:59+00:00https://scc-comets.com/Tess Rempelhttps://scc-comets.com/author/tess-rempel/How to Negotiate Enterprise LLM Contracts for Contract Management

Learn how to negotiate enterprise contracts for LLM providers in contract management. Covers cost models, accuracy guarantees, security, and avoiding vendor lock-in.

2026-05-27T07:43:59+00:002026-05-27T07:43:59+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Vendor Management and Contracts for Large Language Model Providers: A 2026 Guide

Learn how to structure vendor contracts for Large Language Models in 2026. Cover model drift SLAs, liability clauses, and regulatory compliance strategies.

2026-05-26T06:41:07+00:002026-05-26T06:41:07+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Constraints-Driven Prompts: How to Set Performance Budgets and Accessibility Rules

Learn how to use constraints-driven prompts to enforce performance budgets and accessibility rules like WCAG 2.1 AA. Master the art of setting hard limits for AI agents.

2026-05-25T05:57:08+00:002026-05-25T05:57:08+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/E-commerce Personalization Using Generative AI: Dynamic Copy and Merchandising

Discover how generative AI transforms e-commerce with dynamic copy and personalized merchandising. Learn about implementation costs, platform choices like Shopify Magic, and the future of 1:1 customer engagement.

2026-05-24T06:03:59+00:002026-05-24T06:03:59+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Action Verification and Retries in LLM Agent Execution Loops: A Practical Guide

Learn how to build reliable LLM agents using action verification and smart retries. Explore VeriMAP, loop prevention, and idempotency to stop cascading failures.

2026-05-23T06:02:38+00:002026-05-23T06:02:38+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/How Data Analysts Are Automating Dashboards with Vibe Coding Tools in 2026

Discover how data analysts are using vibe coding tools like Glide and Bubble to automate dashboards in 2026. Learn the pros, cons, and step-by-step guide to building AI-driven reports.

2026-05-22T06:19:07+00:002026-05-22T06:19:07+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/How Generative AI Automates Claims Letters and Risk Narratives in Banking & Insurance

Discover how generative AI transforms banking and insurance by automating claims letters, enhancing risk narratives, and detecting fraud. Learn about cost savings, compliance benefits, and implementation challenges in 2026.

2026-05-21T06:12:29+00:002026-05-21T06:12:29+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Traffic Shaping and A/B Testing for LLM Releases: A Deployment Guide

Master LLM deployment with traffic shaping and A/B testing. Learn how to mitigate risks, manage costs, and ensure safety during model releases using modern LLMOps strategies.

2026-05-20T06:25:34+00:002026-05-20T06:25:34+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/How to Fine-Tune LLMs Cheaply: LoRA vs Adapters Guide

Learn how to fine-tune large language models cheaply using LoRA and Adapters. Compare performance, latency, and hardware requirements for PEFT techniques in 2026.

2026-05-19T05:55:55+00:002026-05-19T05:55:55+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Understanding Bias in Large Language Models: Sources, Types, and Risks

Explore the sources, types, and real-world risks of bias in Large Language Models. Learn how data selection, architectural flaws, and deployment contexts create unfair outcomes in hiring, healthcare, and law, and discover proven mitigation strategies.

2026-05-18T06:44:10+00:002026-05-18T06:44:10+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Rapid Prototyping with APIs vs Production Hardening with Open-Source LLMs

Discover why most AI prototypes fail in production. Learn how to transition from costly GPT-4 APIs to efficient, self-hosted open-source LLMs using LoRA and hybrid routing strategies for scalable, private, and cost-effective AI applications.

2026-05-17T06:39:54+00:002026-05-17T06:39:54+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Benchmarking LLM Serving Stacks: Realistic Loads and Production Patterns

Learn how to benchmark LLM serving stacks with realistic loads. We cover client vs server-side testing, key metrics like TTFT and QPS, and tools like vLLM and GenAI-Perf for production-ready AI infrastructure.

2026-05-16T06:02:45+00:002026-05-16T06:02:45+00:00Software ArchitectureTess Rempelhttps://scc-comets.com/author/tess-rempel/Data Privacy in LLM Training Pipelines: PII Redaction and Governance Guide

Protect your AI projects from data leaks. Learn how to implement PII redaction, differential privacy, and governance in LLM training pipelines to meet GDPR and HIPAA standards.

2026-05-15T06:14:21+00:002026-05-15T06:14:21+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Privacy-Preserving Generative AI: Homomorphic Encryption and Secure Enclaves

Explore how homomorphic encryption and secure enclaves enable privacy-preserving generative AI. Learn about the shift from theoretical crypto to practical 2026 deployments in healthcare and finance.

2026-05-14T06:15:17+00:002026-05-14T06:15:17+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Schema-Constrained Prompts: Forcing JSON and Structured Outputs from LLMs

Learn how schema-constrained prompts force LLMs to produce valid JSON outputs. Explore constrained decoding, finite state machines, and practical tools for reliable structured data extraction in production.

2026-05-13T06:43:32+00:002026-05-13T06:43:32+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Implementing Generative AI Responsibly: Governance, Oversight, and Compliance Guide

A practical guide to implementing Generative AI governance, covering compliance with the EU AI Act, NIST frameworks, and strategies to overcome common implementation challenges.

2026-05-12T06:27:56+00:002026-05-12T06:27:56+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/How to Build Human Feedback Loops for RAG Relevance

Learn how to build human feedback loops for RAG systems to boost accuracy by up to 7%. Explore the Pistis-RAG framework, implementation challenges, and tools like Label Studio for continuous improvement.

2026-05-11T06:07:18+00:002026-05-11T06:07:18+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Vibe Coding vs Traditional Programming: Key Differences for Developers and Teams

Explore the key differences between vibe coding and traditional programming. Learn when to use each approach for better software development outcomes.

2026-05-10T06:08:47+00:002026-05-10T06:08:47+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Benchmarking the NLP Renaissance: How Large Language Models Stack Up in 2026

Explore the 2026 LLM landscape: Gemini 2.5 Pro leads benchmarks, but open-source models like Llama 4 Scout redefine context limits. Discover how MoE architectures and efficiency shifts change AI deployment strategies.

2026-05-09T05:59:54+00:002026-05-09T05:59:54+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/LLM Risk Management: Essential Controls and Escalation Paths for 2026

Explore essential strategies for managing Large Language Model risks. Learn about technical controls, continuous monitoring, and clear escalation paths to ensure safe AI deployment in 2026.

2026-05-08T05:58:13+00:002026-05-08T05:58:13+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Architectural Innovations Powering Modern Generative AI Systems

Discover how architectural innovations like Mixture-of-Experts and verifiable reasoning are transforming generative AI. Learn why system-level intelligence beats monolithic models in speed, cost, and reliability for 2026 enterprises.

2026-05-07T06:07:41+00:002026-05-07T06:07:41+00:00Software ArchitectureTess Rempelhttps://scc-comets.com/author/tess-rempel/Model Compression for LLMs: Distillation, Quantization, and Pruning Explained

Explore model compression techniques for LLMs including quantization, pruning, and distillation. Learn how to reduce GPU costs, improve inference speed, and deploy AI on edge devices without sacrificing accuracy.

2026-05-06T06:37:25+00:002026-05-06T06:37:25+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Enterprise Data Governance for Large Language Model Deployments: A Practical Guide

Discover how to build robust enterprise data governance for Large Language Model deployments. Learn core principles, technical architectures, and tools like Microsoft Purview to ensure compliance, transparency, and ethical AI use.

2026-05-05T06:43:00+00:002026-05-05T06:43:00+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Vibe Coding: Realistic Productivity Gains vs. The 126% Myth

Explore the reality behind vibe coding productivity claims. While headlines promise 126% gains, data shows sustainable improvements of 26-81% depending on task complexity. Learn how to balance speed with quality.

2026-05-04T06:13:48+00:002026-05-04T06:13:48+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Balanced Training Data Curation for LLM Fairness: A Practical Guide

Learn how balanced training data curation reduces LLM bias using ClusterClip sampling and active learning. Discover performance gains, costs, and regulatory requirements for fair AI models.

2026-05-03T06:19:40+00:002026-05-03T06:19:40+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/How to Keep LLMs Safe During Fine-Tuning: A Practical Guide

Discover how to prevent safety degradation during LLM fine-tuning using techniques like SafeGrad, layer freezing, and continuous monitoring to maintain alignment.

2026-05-02T06:15:31+00:002026-05-02T06:15:31+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Unit Test First Prompting: A Guide to Generating Tests Before Code with AI

Learn Unit Test First Prompting: a secure AI development method where you generate tests before code. Master the Red-Green-Refactor cycle, integrate CWE security mitigations, and use GitHub Copilot effectively.

2026-05-01T06:16:34+00:002026-05-01T06:16:34+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Vibe Coding and Kids: Navigating COPPA and Modern Age Gates in 2026

Learn how COPPA and the FTC's 2026 age verification rules impact vibe coding and app development. Understand the shift from simple age gates to robust verification.

2026-04-30T06:01:39+00:002026-04-30T06:01:39+00:00CybersecurityTess Rempelhttps://scc-comets.com/author/tess-rempel/LLM Data Residency Guide: Managing Regional Compliance in AI Deployments

A comprehensive guide to managing data residency and regional controls for LLM deployments, covering EU AI Act, PIPL, and architectural strategies for 2026.

2026-04-29T06:21:24+00:002026-04-29T06:21:24+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Infrastructure as Code for Vibe-Coded Deployments: Ensuring Repeatability

Learn how to combine vibe coding's speed with Infrastructure as Code (IaC) to create repeatable, secure, and scalable deployments using AI tools like Cursor and Terraform.

2026-04-28T05:56:32+00:002026-04-28T05:56:32+00:00Software ArchitectureTess Rempelhttps://scc-comets.com/author/tess-rempel/Measuring Factuality and Faithfulness in RAG-Enabled LLMs

Learn the critical difference between factuality and faithfulness in RAG-enabled LLMs. Explore the RAGAS framework, LLM-as-a-judge metrics, and benchmarks to stop hallucinations.

2026-04-26T06:06:21+00:002026-04-26T06:06:21+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Latency vs Throughput: Balancing Performance in Production LLM Deployments

Learn how to balance latency and throughput in production LLM deployments to optimize cost and user experience using vLLM, TGI, and hardware tuning.

2026-04-25T06:01:41+00:002026-04-25T06:01:41+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Legal Counsel Playbook for Generative AI: Priorities, Checklists, and Training

Learn how to build a Legal Counsel Playbook for Generative AI. This guide covers priorities, implementation checklists, and training to automate contract review and scale legal ops.

2026-04-24T06:09:59+00:002026-04-24T06:09:59+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Transfer Learning in NLP: How Pretraining Fueled the LLM Revolution

Discover how transfer learning and pretraining shifted NLP from rigid, task-specific models to the versatile Large Language Models (LLMs) powering today's AI.

2026-04-23T06:00:12+00:002026-04-23T06:00:12+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Contextual Representations in LLMs: How AI Understands Meaning

Explore how LLMs use contextual representations to understand word meanings, the role of the transformer architecture, and the impact of context windows on AI memory.

2026-04-22T05:52:58+00:002026-04-22T05:52:58+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Security Hardening for LLM Serving: Image Scanning and Runtime Policies

Learn how to secure LLM deployments using image scanning and runtime policies to prevent prompt injection and data leaks. Expert guide for 2026.

2026-04-21T05:55:59+00:002026-04-21T05:55:59+00:00CybersecurityTess Rempelhttps://scc-comets.com/author/tess-rempel/HumanEval and Code Benchmarks: Testing LLM Programming Ability

Discover how HumanEval and other code benchmarks test if LLMs can actually program or just mimic syntax. Learn about pass@k, data leakage, and functional correctness.

2026-04-20T05:53:28+00:002026-04-20T05:53:28+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Synthetic Data for Testing Vibe-Coded Apps at Scale

Learn how to use AI-driven synthetic data to test vibe-coded applications, avoiding production crashes and identifying critical vulnerabilities at scale.

2026-04-19T06:21:06+00:002026-04-19T06:21:06+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Funding Vibe Coding: How to Manage Chargebacks and Budgets

Learn how to manage the volatile costs of vibe coding. Explore funding models, prevent budget spikes, and implement governance to balance AI speed with financial control.

2026-04-18T05:53:08+00:002026-04-18T05:53:08+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Generative AI for Software Development: Boosting Productivity with AI Coding Assistants

Explore how AI coding assistants impact software development productivity, including the gains, security risks, and the AI Productivity Paradox for 2026.

2026-04-17T05:59:59+00:002026-04-17T05:59:59+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Pair Reviewing with AI: Human + Model Code Review Workflows

Learn how to combine AI models with human expertise to streamline code reviews, reduce PR cycle times, and improve long-term software maintainability.

2026-04-16T06:28:37+00:002026-04-16T06:28:37+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Keyboard and Screen Reader Support in AI-Generated UI Components

Learn how to ensure AI-generated UI components support keyboard navigation and screen readers, from implementing ARIA attributes to avoiding common keyboard traps.

2026-04-14T06:29:47+00:002026-04-14T06:29:47+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Safety Innovations in Generative AI: Contextual Policies and Dynamic Guardrails

Explore the latest in Generative AI safety for 2026, focusing on contextual policies and dynamic guardrails to combat deepfakes and AI-driven cyberattacks.

2026-04-13T06:28:43+00:002026-04-13T06:28:43+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Legal Guide to Deploying Open-Source LLMs: Licensing and Compliance

Navigate the legal complexities of open-source LLMs. Learn the difference between permissive and copyleft licenses and how to avoid multi-million dollar penalties.

2026-04-12T06:20:00+00:002026-04-12T06:20:00+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Privacy Controls for RAG: Implementing Row-Level Security and Redaction

Learn how to secure RAG architectures using row-level security and redaction. Prevent data leaks and PII exposure in LLM applications with a defense-in-depth strategy.

2026-04-11T06:33:56+00:002026-04-11T06:33:56+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Design Systems for AI-Generated UI: Keeping Components Consistent

Learn how to integrate AI into your design systems using design tokens and constraint-based generation to maintain UI consistency and accessibility.

2026-04-10T06:24:25+00:002026-04-10T06:24:25+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Mastering LLM Prompting for Unit Tests and Code Refactoring

Learn how to use structured prompt patterns like the Recipe and Context patterns to generate passing unit tests and safe code refactors using LLMs.

2026-04-09T05:50:11+00:002026-04-09T05:50:11+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Data Retention Policies for Vibe-Coded SaaS: What to Keep and Purge

Learn how to manage data retention for vibe-coded SaaS apps. Avoid GDPR fines and reduce storage costs by implementing strict data minimization in your AI prompts.

2026-04-08T06:12:33+00:002026-04-08T06:12:33+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Solving Dataset Bias in Multimodal Generative AI: A Guide to Fair Representation

Explore how dataset bias affects multimodal generative AI, the difference between under and misrepresentation, and the latest CA-GAN techniques to ensure fair AI outputs.

2026-04-07T05:59:54+00:002026-04-07T05:59:54+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/Structured Prompting: How to Constrain LLM Reasoning for Better Accuracy

Learn how to use structured prompting to constrain LLM reasoning, reduce hallucinations, and improve factuality through frameworks like Chain-of-Thought and DisCIPL.

2026-04-05T06:06:34+00:002026-04-05T06:06:34+00:00Artificial IntelligenceTess Rempelhttps://scc-comets.com/author/tess-rempel/