Research NoteAI Agents • Jan 2026
Agent loops: plan → act → verify
Why planner-executor loops with verification beat single-pass prompting, with patterns from my Nexus build.
#agents#llm
Research & Notes
A personal knowledge base.
AI research notes, technical explainers, data experiments, programming notes, and ideas I'm exploring — searchable, honest, always growing.
Showing 8 of 8 entries
ExplainerAI Chatbots • Dec 2025
RAG grounding checklist
The exact checklist I use before calling any chatbot 'grounded': retrieval, citations, abstention, escalation.
#rag#chatbots
ExperimentAI Engineering • Dec 2025
Evals for side projects
Five test goals, re-run after every change. A minimal eval harness that caught regressions my eyes missed.
#evals#testing
Study NoteData Science • Nov 2025
Probability intuitions for builders
Priors, likelihoods, expected value — translated from Stanford coursework into decisions I make while building.
#probability#stats
ExperimentLearning Science • Nov 2025
Spaced repetition that sticks
What the literature says about retrieval practice, and how StudyFlow implements it without annoying users.
#edtech#learning
Code NotesProgramming • Oct 2025
DSA patterns I actually reuse
Hash maps, two pointers, sliding windows — the small set of patterns behind most interview and real-world problems I meet.
#dsa#c#python
ExplainerAI Chatbots • Sep 2025
Prompt patterns for support bots
Tone controls, context injection, and abstention prompts distilled from shipping SupportIQ.
#prompts#ux
Literature ReviewBusiness • Sep 2025
SaaS pricing for solo tools
What I read on outcome-based pricing, and how it reshaped BizAutomate from platform to recipes.
#saas#pricing