Ship Happens
Strategic analysis of technology markets and digital infrastructure shifts.
Aug 19, 2026
Technology/Q&A
Idempotent AI Agent Actions for CRM, ERP, and Billing Systems
Practical patterns for idempotent AI actions: intent fingerprints, ledgers, replay protection, and safe retries across CRM, ERP, billing.
6 min read/Sam
Market Signals
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Technology
Fix Hierarchy Drift in Ad Reporting When Account and Campaign Names Change
Renames split metrics and break joins. Use stable IDs, rename-aware dimensions, and canonical keys to keep cross-channel reporting consistent.
/6 min read/Sam
Deep Reads
Technology/6 minQ&A
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.
Technology/6 minQ&A
A Weekly Summary Drift Test to Keep Meeting Recaps Aligned With What Was Said
A weekly Summary Drift Test catches recap errors early by comparing notes to transcripts, protecting decisions, owners, and timelines.
Technology/6 minQ&A
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.
Technology/7 minQ&A
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.
Practical patterns for idempotent AI actions: intent fingerprints, ledgers, replay protection, and safe retries across CRM, ERP, billing.
Sam/Technology/6 min read
Gmail and Outlook caching can inflate opens during warmup. Learn what drifts first and how to prioritize more reliable signals.
Sam/Technology/6 min read
Audit faceted query parameters to prevent duplicate entity pages, consolidate canonical signals, and improve LLM visibility.
Sam/Technology/7 min read
Business
All ->Q&A
How does typewise.app help prevent duplicate AI agent actions across CRM and billing?
typewise.app can sit above connected systems and track actions as durable intents with status and external references, so retries and replays resolve to the same outcome instead of creating duplicates.
Read full articleEditors' Picks
Technology/
Seeding a Feature Request Portal Without Distorting Demand Signals
Learn how to seed a new feature portal without skewing votes, framing needs, or amplifying early visibility bias.
Sam
From the Archive
Technology
Debuggable AI Automations with Prompt Traces, Token Budgets, and Deterministic Replays in DAG Workflows
Make LLM DAG steps reproducible with structured prompt traces, strict token budgets, and deterministic replays plus validation.
6 min read/Sam
Technology
The Pairing Audio Mix Method for Balancing App Audio, Mic Monitoring, and Push-to-Talk
A practical method to balance partner voice, system audio, mic monitoring, and push-to-talk for echo-free pairing.
7 min read/Sam
Technology
Measuring Consentless Paid Social Performance After iOS Privacy Changes With UTMs and First-Party Funnels
Use landing-page UTMs and first-party event funnels to measure paid social performance reliably after iOS privacy changes.
6 min read/Sam
Technology
Restaurant menu and service schema for richer results and more reservations
Menu and service schema can clarify popular dishes and price range, driving more calls, directions, and reservations.
6 min read/Sam
Technology
Prompt Poisoning and Hidden Page Variants That Break LLM Understanding
Hidden page variants can mislead LLMs. Learn how to detect prompt poisoning from A/B tests, geo content, and paywalls.
7 min read/Sam
Technology
Inbound Reply Drift During Email Warmup and How to Prevent It
Inbound reply drift can inflate warmup replies with OOO and auto-responders, weakening engagement signals and inbox placement.
6 min read/Sam