All Posts
Technology / Research & PapersWhat the Scaling Laws Paper Actually Says About Your Next Architecture Decision
In architecture review conversations, the Chinchilla paper (Hoffmann et al., 2022, arXiv:2203.15556) is cited with high
Read more →
Business / Professional ServicesThe Junior Associate Who Cannot Learn to Practice Law Because the AI Writes the First Drafts
Junior associates used to learn to reason legally by writing first drafts that senior partners tore apart; now the AI wr
Read more →
Business / EducationCorporate L&D Budgets Are Being Reworked Around AI Tutoring. The CFO Case Is Harder Than the HR Case.
AI tutoring platforms in corporate learning and development are generating skill-certification completion rates and time
Read more →
Technology / AI for DevelopersBuilding a Local-First AI Assistant With Ollama, Whisper, and 200 Lines of Rust
I wanted an AI assistant that worked on the train, in the air, and in my basement. No cloud calls. I built one with Olla
Read more →
Business / Energy & UtilitiesI Built a Consumer-Facing Assistant. It Could Save My Parents 340 a Year.
Utility rate plans are designed to be incomprehensible. I scraped the CPUC and DOE datasets and built a chat agent that
Read more →
Business / Technology & TelecomThe Hidden ROI in Telco Customer Operations: What Churn Models Are Actually Worth When You Monetize Correctly
Telecommunications carriers have been measuring AI churn model performance on prediction accuracy for years, optimizing
Read more →
Technology / Libraries & FrameworksWhy I Removed LangChain from Our Production Stack — and Why I Would Do It Again
After fourteen months of running LangChain in a production document-intelligence agent, a financial-services team faced
Read more →
Business / Manufacturing & IndustrialThe Tacit Knowledge That Never Made It Into the Training Data
The maintenance AI was trained on twelve years of ticket logs, but it missed the thing every veteran technician knows —
Read more →
Business / Retail & E-CommerceI Deployed Perplexity Shopping as My Storefront Search in One Weekend. The Conversion Data Is Real.
Site search is the most under-optimized surface in e-commerce. I swapped a traditional search for a Perplexity-backed ag
Read more →
Technology / AI Security & GovernanceI Ran the OWASP LLM Top 10 Against My Own Agent App. Three of Them Hit.
The OWASP LLM Top 10 reads like it was written for enterprise. I ran all ten against a side-project agent I had running
Read more →
Business / Financial ServicesThe Loan Officer Who Trained Her Replacement: What Underwriters Are Owed When the Algorithm Takes Over
She spent two years training a credit-adjudication AI — then the bank cut her role — and the story of who benefits when
Read more →
Business / HealthcareWhat CFOs Are Missing in the Hospital AI Scribe ROI Conversation
Ambient clinical documentation is being positioned by vendors as a physician-retention and burnout-reduction tool — a co
Read more →