⭐ SuperAllen

AI Technology Enthusiast | Technical Project Manager | New York

Exploring AI tools, sharing tech insights, and discovering products that make life better. 243 articles and counting.

📝 Recent Posts

Oct 30, 2025

Built custom AI code assistant fine-tuned on our codebase - 85% accuracy vs 60% for generic Copilot. 40% productivity gain

ai-code-assistantproductivityfine-tuning

Oct 20, 2025

Tested Gemini 2.0 with 2M token context, native multimodal, and improved reasoning. Compared to GPT-4 and Claude 3.5 on real tasks

geminigoogleai-review

Sep 30, 2025

Compared 3 leading image generation models - quality, speed, cost, control. Midjourney v6 wins for quality, SDXL for control

ai-image-generationdall-e-3midjourney

Sep 15, 2025

Tested OpenAI's o1 reasoning model on complex problems - math, coding, logic. 10x better reasoning than GPT-4, but slower and more expensive

openaio1reasoning

Sep 5, 2025

Implemented 5 AI integration patterns - API wrapper, streaming, batch, RAG, agent. Serving 1M requests/day across all patterns

ai-integrationarchitecturepatterns

Aug 22, 2025

Deployed 10 AI agents serving 100K users/day - monitoring, error handling, cost optimization, and scaling strategies that actually work

ai-agentsproductionscaling

Aug 5, 2025

Tested 3 AI-powered search engines for research tasks - accuracy, speed, sources. Perplexity won with 92% accuracy

ai-searchperplexityresearch

Jul 20, 2025

Fine-tuned GPT-3.5 for legal document analysis - 70% → 95% accuracy. Complete guide with code, data prep, and evaluation

fine-tuninggpt-3.5machine-learning

Jul 12, 2025

Tested 3 major AI IDEs for 60 days - productivity, accuracy, cost. Cursor won with 45% productivity gain

ai-idecursorgithub-copilot

Jun 28, 2025

Comprehensive review of Claude 3.5 Sonnet - tested against GPT-4, Gemini 1.5 Pro on coding, reasoning, and writing. Surprising results

claudeanthropicai-review