A—ZBrowse by intent

A–Z document index

Browse every Practical Atlas reference document in one compact alphabetical ledger.

CT-0003concept · 1 min read2.4 GHz vs. 5 GHz vs. 6 GHz Wi-Fi

Understand how Wi-Fi bands trade range, channel availability, interference, throughput, and device compatibility without treating frequency as speed.

PH-0002concept · 2 min readAperture and Depth of Field

See what f-stops really change, why subject distance matters as much as aperture, and how to choose depth of field without memorizing a recipe.

CT-0013compare · 1 min readChoosing Monitor Size and Resolution

Choose a monitor from desk distance, usable workspace, pixel density, operating-system scaling, refresh needs, HDR evidence, and port limits.

AI-0008checklist · 2 min readClaude Code Extensions: Skills, Hooks, Subagents, and MCP

Choose the smallest extension for a repeatable workflow, and identify what it can read, execute, or send before adding it to a project.

AI-0007checklist · 2 min readClaude Code: Plan, Build, Then Review a Small Change

Improve one contact-form behavior with a scoped plan, a failing acceptance check, a small patch, and an independent review of the resulting diff.

AI-0011compare · 2 min readCodex Local, Worktree, or Cloud: Choose the Right Boundary

Separate working-file isolation from security and hosted execution, then choose a workspace with an explicit plan for setup, review, and cleanup.

AI-0012checklist · 3 min readCodex Skills, MCP, Subagents, and Scheduled Tasks

Choose reusable guidance, a connector, bounded delegation, or a scheduled check based on the task’s real need and the access each option requires.

CT-0023concept · 2 min readConnecting a Printer to Wi-Fi and Keeping It Connected

Understand why printers drop off Wi-Fi more than laptops do — 2.4 GHz-only radios, address changes, and sleep behavior — and set the network so it stays found.

HS-0004calculate · 2 min readCooling BTU Estimate: A Screening Guide

Estimate room AC capacity from floor area, sunlight, height, and occupancy. Understand why room sizing is not a whole-home HVAC load calculation.

AI-0014checklist · 2 min readCoordinate Parallel AI Agents Without File Collisions

Split independent work with named file owners, dependency gates, a shared budget, and an integration review that catches cross-task assumptions.

HS-0016troubleshoot · 2 min readDishwasher Not Cleaning: Diagnose the Pattern

Distinguish food residue from film, then check loading, accessible spray paths, and detergent conditions before assuming a failed part.

HS-0020checklist · 4 min readDIY Home Energy Audit: A Safe Walk-Through

Review bills, visible drafts, insulation clues, and equipment schedules. Build a prioritized observation log and know when a professional audit is needed.

HS-0013calculate · 1 min readDrywall Sheet Estimate

Convert wall and ceiling area into a drywall sheet estimate. Allow for cuts and keep fire-rating, moisture, and hazardous-material questions separate.

HS-0027checklist · 2 min readFind a Hidden Water Leak With the Meter Test

Turn a suspicious water bill into evidence: run the meter test, isolate inside from outside at the main valve, and check the places leaks hide first.

HS-0011calculate · 1 min readFlooring Estimate with Waste and Package Rounding

Estimate flooring purchases from room area, layout waste, and coverage per box. Keep material quantities separate from installation decisions.

AI-0001concept · 3 min readGenerative AI: Models, Chatbots, Agents, and Tools

Separate a generated suggestion from a tool action, then turn a small contact-form request into something you can inspect and verify.

AI-0016concept · 4 min readGPT-6 Astra Explained: Capabilities, Context, Pricing, and Limits

A source-checked field guide to GPT-6 Astra: what the API model supports, what one million tokens does not guarantee, and when its higher unit price may or may not be justified.

AI-0013checklist · 2 min readHand Off Work Between Claude Code and Codex

Transfer a bounded project state with files, evidence, limitations, and a next action instead of assuming two agents share conversation history.

CT-0011concept · 1 min readHDMI Versions Without the Marketing Confusion

Match source, cable, receiver, and display by required resolution, refresh rate, HDR, VRR, and audio features instead of chasing version labels.

CT-0006calculate · 1 min readHow Much Storage Do I Need?

Plan device or drive capacity from current data, photo and video assumptions, working headroom, growth, and the number of independent copies.

HS-0007calculate · 5 min readHow to Calculate Appliance Electricity Cost

Work out running cost from watts, runtime, and your electricity price. See examples and learn why cycling appliances need a measured average.

AI-0018concept · 3 min readHow to Choose an AI Model for Coding Agents

Choose a coding model with a task-shaped evaluation: repository reach, tool reliability, latency, cost per accepted change, and the evidence required before integration.

HS-0019checklist · 2 min readHow to Keep Pipes From Freezing

Find vulnerable pipes, prepare for cold weather, and recognize a possible freeze. Understand when to stop and get help with thawing or leaks.

AI-0020checklist · 3 min readHow to Read AI Benchmark Claims Without Being Misled

Inspect the task, dataset, tool access, scoring method, cost, variance, and replication behind an AI benchmark before using a leaderboard to choose a model.

HS-0022concept · 4 min readHow to Read an Electric Bill

Separate energy use, billing days, supply, delivery, and fixed charges. Find the right numbers for a cost calculation without uploading your bill.

HS-0003concept · 2 min readIndoor Humidity and Dew Point

Understand relative humidity, temperature, and dew point together. Calculate dew point and identify moisture sources before buying humidity-control equipment.

CT-0025compare · 2 min readInkjet vs. Laser for Home Printing

Compare inkjet and laser printers by what you print, how often, cost per page, idle behavior, and space, instead of by the headline price of the printer.

PH-0004concept · 2 min readISO and Image Noise

Learn what digital ISO changes, why underexposure often looks noisy, when Auto ISO protects the photograph, and how to judge noise at output size.

HS-0008concept · 4 min readKilowatts vs Kilowatt-Hours

Learn the difference between power and energy with worked examples. Translate watts and operating hours into the kWh shown on an electric bill.

PH-0006compare · 3 min readLightroom vs Capture One

Compare Lightroom and Capture One by cataloging, tethering, layered control, mobile workflow, licensing, and real use cases—with a transparent decision tool.

CT-0005calculate · 1 min readMbps, Bandwidth, and Download Time

Convert megabits into file download time while keeping bits, bytes, decimal and binary units, protocol overhead, and server limits explicit.

CT-0002compare · 4 min readMesh Wi-Fi vs. Range Extender

Compare mesh systems, range extenders, and wired access points by backhaul, roaming, placement, setup complexity, and the shape of the home.

AI-0017concept · 3 min readMiniMax H3 Explained: Open-Source Video, Native Audio, and the Hosted Gap

Understand what MiniMax H3 accepts and produces, which system components are open source, and why “open source” does not mean the complete 2K workflow runs locally.

HS-0010calculate · 2 min readPaint Estimate by Wall Area and Coats

Calculate paint needs using net wall area, coat count, and product coverage. Account for openings and round purchases to available container sizes.

CT-0018concept · 2 min readPhone Battery Health, Explained

Understand what the battery health percentage measures, why lithium-ion capacity fades with cycles and heat, and when a battery replacement is the rational fix.

CT-0019concept · 2 min readPhone Charging Habits That Actually Matter

Separate charging folklore from measurable battery chemistry: what overnight charging, fast chargers, charge limits, and heat really do to a phone battery.

CT-0008concept · 1 min readPhoto and Video File Size, Explained

Estimate storage and transfer needs from resolution, compression, bit depth, frame rate, bitrate, duration, and decimal versus binary units.

HS-0018checklist · 2 min readPower Outage and Portable Generator Safety

Review carbon monoxide and backfeeding hazards before planning outage loads. Separate essential running watts from startup requirements.

CT-0022troubleshoot · 2 min readPrinter Not Printing: Isolate the Failed Link

Trace a job from the app through the queue, the driver, the connection, and the printer’s own panel so one substitution test names the broken link.

HS-0014troubleshoot · 1 min readRefrigerator Not Cooling: Safe Triage

Protect food first, then inspect settings, door seals, and visible airflow. Record refrigerator symptoms before requesting service.

CT-0012concept · 1 min readResolution, Pixel Density, and Viewing Distance

Connect pixel dimensions, physical screen size, pixels per inch, viewing distance, interface bandwidth, and scaling without eye-limit myths.

CT-0004concept · 1 min readRouter Placement and Signal Obstacles

Place a router by measuring the real radio path through rooms, floors, metal, masonry, cabinets, and competing electronics instead of guessing.

PH-0003concept · 2 min readShutter Speed: Freezing and Blurring Motion

Choose shutter speed by the motion you want to render, with practical starting points for people, sports, panning, handheld work, and long exposure.

CT-0009compare · 1 min readSSD vs. HDD for Storage and Backup

Choose solid-state or hard-disk storage by workload, capacity, shock exposure, performance, failure mode, sanitization, and backup role.

HS-0009concept · 4 min readStandby Power: Measure Before You Chase It

Estimate annual standby electricity cost from measured watts. Compare likely savings with the effort and cost of switching equipment off.

CT-0024troubleshoot · 2 min readStreaks, Faded Prints, and Wrong Colors

Match the visible defect to its cause — clogged nozzles, empty or bad cartridges, paper settings, or a worn drum — and run the built-in checks before buying ink.

AI-0015checklist · 3 min readTest and Review AI-Generated Code Beyond “Tests Pass”

Combine a regression check, diff inspection, browser behavior, and explicit limits so a passing command cannot hide an incomplete contact-form change.

CT-0007concept · 1 min readThe 3-2-1 Backup Method

Turn the familiar three-copy, two-media, one-offsite convention into a testable personal backup system that survives deletion and ransomware.

PH-0001concept · 2 min readThe Exposure Triangle, Explained

Understand how aperture, shutter speed, and ISO trade brightness for depth, motion, and noise—then test every decision in a live simulator.

AI-0019calculate · 3 min readThe Real Cost of Using AI APIs: Tokens, Caching, Tools, and Retries

Turn per-million-token prices into a realistic task budget that includes output, cache writes, long-context multipliers, tool calls, failed attempts, and human review.

HS-0026troubleshoot · 2 min readThe Running Toilet and the Silent Leak

Run the ten-minute dye test, read what the sound tells you, and fix the flapper or fill valve before a silent leak quietly doubles a water bill.

HS-0002troubleshoot · 2 min readThermostat Not Reaching the Set Temperature

Compare the set temperature, room reading, runtime, and airflow before replacing a thermostat. Separate a control problem from a heating or cooling problem.

HS-0012calculate · 1 min readTile Coverage, Layout, and Waste

Plan tile quantity from surface area, layout, waste, and box coverage. Understand what a quantity estimate cannot tell you about installation.

AI-0003concept · 3 min readTokens, Context, and Memory: What an Agent Can Use

Build a compact project handoff without confusing the current context, durable instructions, model training, and a summary of earlier work.

HS-0017concept · 3 min readU.S. Electricity Prices by State: Use the Right Number

Find official state electricity price data and distinguish averages from your tariff. Choose a rate that matches your bill or appliance-cost question.

AI-0004checklist · 2 min readVerify AI Output and Protect Project Data

Use a claim ledger and a data boundary to decide what can be checked locally, what may be shared, and which actions require a separate approval.

HS-0015troubleshoot · 1 min readWasher Not Draining: Safe Checks

Identify the cycle state, visible hose problems, and error messages. Know when standing water or an internal fault needs service.

HS-0024concept · 3 min readWater Heater Temperature: Scalds, Bacteria, and Savings

Understand storage and tap temperatures, scald risk, and bacterial control. Learn why one thermostat setting is not a universal safety answer.

CT-0010concept · 1 min readWhat Can a USB-C Port Actually Do?

Decode a USB-C connection by separating connector shape from data protocol, charging power, video mode, cable rating, dock, and host support.

CT-0015troubleshoot · 1 min readWhat Is Filling Up My Storage?

Use built-in Windows and macOS storage views to identify large categories, clean supported temporary data, and protect system and personal files.

HS-0021concept · 2 min readWhere Home Energy Goes: Find the Biggest Loads

Use power, runtime, and seasonality to identify large household loads. Replace generic appliance rankings with your own electricity-use evidence.

PH-0005troubleshoot · 2 min readWhy Are My Photos Blurry?

Diagnose blurry photos by visible evidence—camera shake, subject motion, missed focus, or optical softness—then run a 30-second test and fix the cause.

HS-0005troubleshoot · 2 min readWhy Does My Furnace Short Cycle?

Record short heating cycles, visible airflow restrictions, and error indicators. Know when a repeated shutdown needs professional service rather than another reset.

CT-0016troubleshoot · 1 min readWhy Does My Monitor Show No Signal?

Trace a no-signal display from power and selected input through cable, port, dock, protocol, graphics output, and a known-good substitution.

CT-0021troubleshoot · 2 min readWhy Does My Printer Say Offline?

Separate a printer the computer cannot reach from one it is merely ignoring: power and network state, stale addresses, paused queues, and driver records.

HS-0001troubleshoot · 2 min readWhy Is My Air Conditioner Not Cooling?

Check thermostat settings, airflow, and the pattern of poor cooling. Learn what you can observe safely and when to stop and call a technician.

CT-0014troubleshoot · 1 min readWhy Is My Computer Suddenly Slow?

Diagnose new computer slowness from timing, startup load, storage pressure, updates, thermals, malware indicators, and one reproducible task.

HS-0006troubleshoot · 5 min readWhy Is My Electric Bill So High?

Compare billing days, daily kWh, and effective prices with an interactive bill checker. Find out what changed before blaming an appliance.

CT-0017troubleshoot · 2 min readWhy Is My Phone Battery Draining So Fast?

Read the battery usage screen as evidence, separate screen, signal, background, and battery-age drain, then confirm the real cause with short controlled tests.

CT-0020troubleshoot · 2 min readWhy Is My Phone Getting Hot?

Tell normal warmth from a real problem by matching heat to its trigger — charging, sun, heavy apps, or background loops — and know the signs that mean stop.

HS-0025troubleshoot · 2 min readWhy Is My Water Pressure Low?

Separate restricted flow from low supply pressure. Compare fixtures, check accessible restrictions, and collect useful information before a plumbing call.

CT-0001troubleshoot · 5 min readWhy Is My Wi-Fi Slow?

Separate an internet-plan problem from Wi-Fi coverage, interference, congestion, and one-device faults with a repeatable sequence of tests.

HS-0023troubleshoot · 3 min readWhy Is There No Hot Water?

Separate a single-fixture problem from a whole-home outage or limited hot-water capacity. Identify observations to give a qualified repair professional.

AI-0006checklist · 3 min readWrite a CLAUDE.md That Describes Your Actual Project

Turn verified project facts into concise Claude Code instructions, keeping durable rules separate from one-off tasks and permission enforcement.

AI-0010checklist · 2 min readWrite AGENTS.md with Clear Directory Boundaries

Describe verified project facts, commands, and approval boundaries for Codex, then check how root and nested guidance apply to the next task.

AI-0002checklist · 3 min readWrite an AI Task Brief with Clear Acceptance Criteria

Replace “improve this form” with a bounded goal, relevant context, allowed files, acceptance checks, and explicit reasons to stop and ask.

AI-0005checklist · 2 min readYour First Read-Only Project in Claude Code

Choose the current official setup for your environment, open a disposable project, and verify a read-only contact-form inspection before allowing edits.

AI-0009checklist · 2 min readYour First Read-Only Project in Codex

Identify your current Codex environment, inspect a disposable repository, and verify the returned file inventory before authorizing a modification.