agentkit

Affiliate program strategy, link optimization, and commission maximization.

Code generation with LLMs, code review automation, and AI pair programming.

RLHF, constitutional AI, safety evaluation, and alignment techniques.

Astro static site generation, islands architecture, and content collections.

Logo design, brand guidelines, and visual identity systems.

Compelling case studies that showcase results and drive conversions.

Image classification, object detection, and vision model development.

Docker and Kubernetes security, image scanning, and runtime protection.

Transform content across platforms: blog to video, podcast to articles.

Secure cryptographic implementations, key management, and crypto pitfalls to avoid.

PyTorch neural networks, training loops, and GPU optimization.

Component libraries, design tokens, and scalable design architecture.

Security in CI/CD, SAST/DAST integration, and shift-left security practices.

Text embeddings, vector similarity, and semantic search optimization.

MLflow, Weights & Biases, and experiment management best practices.

Feature creation, selection, and transformation for ML models.

LoRA, QLoRA, PEFT techniques for efficient LLM fine-tuning and customization.

Investor outreach, term sheets, and fundraising process optimization.

Geographic data analysis, mapping, and location-based insights.

Professional ghostwriting for executives, founders, and thought leaders.

GraphQL schema design, resolvers, subscriptions, and Apollo/Relay integration.

Viral loops, referral programs, and unconventional growth tactics.

HTMX patterns for hypermedia-driven applications with minimal JavaScript.

Security incident handling, forensics, and post-incident analysis procedures.

Advanced LangChain patterns: chains, agents, callbacks, and custom components.

LlamaIndex for document processing, indexing strategies, and retrieval optimization.

Quantization, caching, batching, and serving optimization for LLM inference.

Ollama, llama.cpp, and local LLM deployment for privacy and cost optimization.

Microservices architecture, service mesh, API gateway, and distributed systems.

ML model deployment, monitoring, versioning, and production pipelines.

iOS and Android security testing, SSL pinning bypass, and mobile app vulnerabilities.

After Effects, motion design principles, and animated content creation.

Vision-language models, image generation, and multimodal reasoning systems.

Email newsletter strategy, growth tactics, and subscriber engagement.

Modern Next.js 14+ patterns: App Router, Server Components, Server Actions, ISR, and edge runtime optimization.

Text processing, sentiment analysis, and NLP pipeline development.

Advanced pandas operations, performance optimization, and data wrangling.

Podcast planning, recording, editing, and distribution strategies.

Database modeling, migrations, queries, and performance optimization with Prisma.

Launch sequences, waitlist pages, and product announcement copywriting.