Precision AI Academy
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Guides & insights

Deep, practical, and verified — written for people who build with AI.

Latest guides

GSA OneGov: How Federal Agencies Get Claude, ChatGPT, and Gemini for About $1
Federal AI

GSA OneGov: How Federal Agencies Get Claude, ChatGPT, and Gemini for About $1

GSA's OneGov deals put ChatGPT, Claude, and Gemini in front of federal agencies for around a dollar a year. What the deals cover, what they don't, and the real work that follows.

4 min
OMB's
Policy

OMB's "Unbiased AI" Procurement Rule: What Federal AI Vendors and Buyers Need to Know

OMB Memo M-26-04 requires agencies to buy LLMs that meet two "unbiased AI" principles and to collect specific vendor documentation. A plain-language guide to the mechanics.

4 min
AI coding agents: the mid-2026 field guide
Guide

AI coding agents: the mid-2026 field guide

Claude Code, Codex, Cursor, Grok Build — by team.

10 min
MCP in 2026: the standard that won
Guide

MCP in 2026: the standard that won

Why every tool speaks Model Context Protocol.

9 min
Context engineering: the new core skill
Guide

Context engineering: the new core skill

Budgets, retrieval, caching, memory.

11 min
What AI coding actually costs
Guide

What AI coding actually costs

Mid-2026 pricing for the major tools.

8 min
Fast, balanced, flagship: choosing a tier
Guide

Fast, balanced, flagship: choosing a tier

A framework with worked examples.

9 min
Open-weight vs frontier API
Guide

Open-weight vs frontier API

When running local actually wins.

10 min
Context economics: caching and your bill
Guide

Context economics: caching and your bill

Cache mechanics and cost math.

9 min
Agent evals: how serious teams test
Guide

Agent evals: how serious teams test

Golden sets, LLM-judge, regression suites.

11 min
Federal AI in mid-2026: what changed
Guide

Federal AI in mid-2026: what changed

The June EO, M-25-21, GAAIA.

10 min
The compute boom, explained
Guide

The compute boom, explained

TSMC, Korea, and what it means for builders.

9 min