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


A Triage SLA Playbook for 24-Hour Issue Decisions Without Draining Engineering Time
A practical triage SLA system to decide on new issues within 24 hours using clear outcomes, queues, roles, and metrics.
Market Signals

Context Stitching Playbook for Support Teams Across Email Chat and WhatsApp
A practical playbook to preserve customer history across email, chat, and WhatsApp while avoiding duplicate tickets.
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.
Answer Engine Optimization for Startups How to Get Mentioned in AI Results
A practical guide to AEO for startups: structuring content for AI citations, maintaining pages, and scaling with a managed workflow.
A practical triage SLA system to decide on new issues within 24 hours using clear outcomes, queues, roles, and metrics.
Late conversions and backfilled events can revise CAC and ROAS weeks later. Learn safeguards to keep reporting decision-ready.
A practical edge-signed webhook design to stop replay and spoofing using timestamps, IDs, rotation, and fast verification.
How can Linear help enforce a 24-hour triage SLA?
Linear can make the SLA observable by keeping an Untriaged queue, decision-focused workflow states (Needs info, Accepted, Escalated), and clear ownership so every new issue gets a recorded outcome within the window.
Read full article
Context Stitching Playbook for Support Teams Across Email Chat and WhatsApp
A practical playbook to preserve customer history across email, chat, and WhatsApp while avoiding duplicate tickets.
SamFrom the Archive

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.

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.

Warming up transactional and sales inboxes without open-but-no-reply throttling
Avoid open-only warmups by building thread-based replies, realistic timing, and mailbox actions for Gmail and Microsoft 365.

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.



