Blog
Discover our latest articles and blogs
Ship in Weeks: Engineer Friendly SaaS Onboarding Flow for Founders
Engineer friendly, example driven playbook for founders and PMs to build a SaaS onboarding flow that reaches first value in under 5 minutes and can ship...
Audit First LLM Context Management for Solo Engineers
A solo engineer's audit-first guide to LLM context management. Learn EXPLAIN-style tracing, compaction, demand paging, and a sprint plan to ship fixes.
50–150 Golden Queries: RAG Evaluation Playbook for Engineers
RAG evaluation for engineers: start with 50–150 human-verified golden queries, score retrieval and generation separately, and report Wilson confidence...
Hours to Days: Why Engineers Should Start With RAG Before Fine Tuning
For engineering teams and solo senior engineers: when to use RAG or fine tuning, how to avoid costly retrains, and concrete checklists to ship production AI.
AI DPIA for EU Privacy Pros and Solo Engineers: Copyable Fields
Regulator aligned AI DPIA for EU privacy pros and solo engineers. Quick screening, copyable DPIA fields, risk families, and mitigations.
Engineer Led Two Week Software Due Diligence Checklist for Founders
Senior engineer–led checklist for founders to prepare six core artifacts for software due diligence. Get architecture, IP, dependency scans, CI evidence,...
Anthropic GDPR: 7 Step Checklist DPOs Must Run Before Any Prompt
Checklist for DPOs using Anthropic: confirm DPA and SCCs, run DPIA/TIA, set retention or ZDR, and pseudonymize inputs before any prompt.
8 Point Rubric to Decide Rewrite or Refactor for Founders & Engineers
Use an 8 question rubric and playbooks to choose refactor or rewrite. See key metrics, migration rules, and pilot steps for founders.
SaaS Security Requirements: 2–4 Week Plan for PMs & Security Leads
An action-first SaaS security checklist plus a 30/60/90 roadmap product and security leads can run in weeks. Start with MFA and an admin audit today.