AI Agent Reliability Checklist Before Production Launch
A practical pre-launch checklist for AI agents so teams stop shipping demos as production systems.
BRIEFS ARCHIVE
ALL BRIEFS
Browse every brief by topic or search. Each one is built to help you decide quickly and act immediately.
All Briefs
Fractional CTO vs Full-Time CTO for Startups
A decision guide for founders choosing between fractional CTO support and a full-time CTO hire.
Hyper-V Enhanced Session on Fedora Setup Checklist
A practical checklist to get Enhanced Session Mode working on Fedora in Hyper-V without wasting an afternoon.
Hyper-V vs WSL for Linux Development
A decision framework for when to use a full Fedora VM in Hyper-V versus WSL for day-to-day development work.
RAG vs Fine-Tuning Decision Guide for Production
A practical framework for deciding when retrieval beats fine-tuning and when model adaptation is worth the cost.
SDP Offer/Answer Debug Checklist for WebRTC
A quick checklist to debug broken WebRTC negotiation when offer/answer exchange looks correct but media never stabilizes.
STUN vs TURN in Production WebRTC
A production-first explanation of when STUN is enough and when TURN capacity planning becomes non-negotiable.
WebRTC vs WebSocket: When to Use Each
How to choose WebRTC or WebSocket based on latency, media requirements, and transport constraints.
What Is the WebRTC Stack? Plain-English Guide
A plain-English model of signaling, ICE, and media transport so WebRTC architecture finally clicks.
Fedora xrdp Black Screen on Hyper-V: Fix Checklist
A triage flow for fixing the classic black-screen problem when connecting to Fedora through xrdp in Hyper-V.
AI Roadmap Template for CFO and Board Scrutiny
A practical roadmap template that ties AI bets to unit economics, risk controls, and measurable outcomes.
Technical Due Diligence Checklist for Startups
A fast due-diligence checklist to surface architecture, delivery, and team risks before they become expensive surprises.
Startup CTO vs CPTO Decision Framework
A practical framework for deciding whether your stage needs a CTO, a CPTO, or a phased hybrid approach.
What Is Shadow AI? Detection and Control Checklist
A practical checklist to identify where shadow AI is already running and bring it under accountable governance.
Large Context Window Cost Model for LLM Teams
A simple capacity model for estimating how large context windows impact throughput, latency, and budget.
AI Reliability vs Accuracy: Which Metric Should Lead?
A practical way to prioritize reliability metrics over headline accuracy when operating AI systems in production.
HTTP Status Code Cheat Sheet for API Design
A practical status-code decision sheet that keeps API behavior predictable for clients and operators.
Rate Limiting Algorithms: Which Fits Your Traffic?
A quick selection guide for token bucket, fixed window, and sliding window limits based on real traffic behavior.
Do Personal Sites Need a Cookie Policy in 2026?
A practical guide to deciding when a personal site needs a cookie policy and when a simple disclosure is enough.
AI Subprocessors Vendor Risk Checklist
A fast checklist for evaluating subprocessor risk in AI vendor stacks before signing contracts.