
Ship Happens
Strategic analysis of technology markets and digital infrastructure shifts.


How Over-Markup and Conflicting Schema Break LLM Answers and How to Audit It
Over-markup creates conflicting schema that misleads LLMs. Learn a practical audit to restore consistent, AI-readable page facts.
Market Signals

Close the Feedback-to-Commit Gap With a Lightweight Workflow for PRDs
A lightweight process to centralize feedback, triage quickly, qualify demand, and create PRDs only when requests earn it.
Deep Reads
Defending AI Agent Tool Calls to Prevent SSRF and Internal Data Exfiltration
Secure AI tool calls by allowlisting egress, validating DNS/redirects, classifying tool outputs, and enforcing least-privilege gateways.
A Calendar-First Inbox System for Turning Email and Slack Into Scheduled Work
A practical workflow to turn email and Slack into scheduled time blocks, keeping workload realistic and preventing task list overload.
How to Run Accurate A/B Tests Without Cookies Using First-Party Events
Cookie-free A/B testing can still measure lift and conversions using first-party events, clean exposure logic, and careful reporting.
Solving the Feedback Source-of-Truth Problem Across Support Sales and Product Tools
Unify feedback across support, sales, and product with a canonical model, governance rules, and consistent prioritization inputs.
Over-markup creates conflicting schema that misleads LLMs. Learn a practical audit to restore consistent, AI-readable page facts.
TLS version and cipher inconsistencies can disrupt warmup trust signals and quietly reduce inbox placement despite good engagement.
A lightweight process to centralize feedback, triage quickly, qualify demand, and create PRDs only when requests earn it.

Close the Feedback-to-Commit Gap With a Lightweight Workflow for PRDs
A lightweight process to centralize feedback, triage quickly, qualify demand, and create PRDs only when requests earn it.
SamFrom the Archive

Frontend Independence for No-Code Apps That Can Swap Backends
Design a no-code UI around stable data and API contracts so you can move from Airtable to Supabase or Xano without rewrites.

Beyond Screen Share Threat Modeling for Remote Pair Programming
A practical threat model for remote pairing covering clipboard leaks, notifications, remote control risks, and safer defaults.

AI Visibility Debugging Workflow for Finding and Fixing LLM Misreads Using PEEC Signals
A practical PEEC-based workflow to trace LLM misreads to their source and fix discovery, interpretation, and reuse issues.

Issue Aging Score for Bug and Request Triage That Prevents Tracker Rot
Issue Aging Score turns backlog “staleness” into an SLO, keeping bugs, requests, and refactors from rotting.

De-Duplicating Users and Leads Across Ads, Analytics, and CRM Without Identity Collisions
Practical rules to match, de-duplicate, and prevent identity collisions across ads, analytics, and CRM for cleaner reporting.

Turn SAT Error Logs Into a 15-Minute Daily Weakness Sprint
Learn a 15-minute SAT weakness sprint using error logs, plus clear rules for when adaptive practice beats full sections.
