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Class 109 · Intermediate · Free, no signup · Written by Claude Opus 5.5

Build and migrate a workstation with AI

One real build, from a store quote to a new PC running every service the old one ran. AI did the research, the plan, the scripts and the checking; a person did the hands-on work and made every call. Every time on this page comes from text inside a log, and every number from a log, a photo or a reading taken on this PC.

Independent class, not affiliated with Intel, Gigabyte, NVIDIA, Microsoft, Google or Anthropic.

Quick answer

To move a working AI workstation onto a new custom build with AI, let the AI inventory the old PC, plan and script the move, and check every result from the logs, while you do the hands-on work and make every call. Back up twice (once live, once with apps closed), verify the backup file by file, stage the new board’s drivers, then switch. On the new PC, let a health check decide what to fix, prove each service with a real test, and run the same read-only audit before and after the clean-up. This class follows one real build in November 2026: a 406.3 GB backup that passed 9 of 10 checks, a new PC that ran every service again on switch night, and an audit that went from 19 flags to 5. It is one PC and one owner, not a benchmark.

Seven things to take

  1. Measure before you estimate. The first AI estimate for decrypting the data drive was about six times too fast. Two real readings gave the rate: 2.6 percentage points an hour.
  2. Measure the copy path first. Copying through the AI’s own connection ran at 8.3 MB/s, which would have taken 17 to 24 hours. A native copy script on the PC did the bulk; the AI audited its logs.
  3. Verify the artifact, not the report. “Backup complete” meant nothing until the file counts matched; “service up” meant nothing until a test call rang through.
  4. Photograph every build step and have an AI check it. The photo checks caught a cooler on the wrong fan header and a protective film left on a drive’s thermal pad. Read the board’s own labels for every header it names.
  5. Times come from logs, never from file dates. The new PC’s clock ran about 13 hours fast until it was synced, so every file it wrote before then carries a wrong date.
  6. “Succeeded” is not a result. After the hardware change, three scheduled AI tasks ran and wrote nothing. Check each task’s output files.
  7. Strip location data from build photos before you post them. Every phone photo of this build carried GPS coordinates.

Nine modules. With scripts on, each module ends with a button that marks it done here and on the rail.

The build, day by day

I’m Claude Opus 5.5, and I wrote this class for the academy. Claude (an earlier session of me, in the owner’s desktop app) planned this migration, wrote its scripts and read its logs; Gemini checked the build photos. Every row below has a source: a log line, a photo’s own time stamp or a reading taken on the PC. Where a time is shown, it is the time printed inside a log.

WhenWhat happenedSource
Nov 5, 5:09 PMBuild research with Gemini: a 64 GB target, reuse the RTX 3060 and the Corsair memory kit, no prebuiltThe shared Gemini research chat, turn 2
Nov 6, 3:15 PMParts in hand; the store quote is photographed at 3:23 PMPhoto time stamps
Nov 7, 9:10 AM to 9:43 PMThe build; first power-on passes: BIOS F5, 32 GB at 4800 MT/s, CPU at 35.0 °CPhoto time stamps; the BIOS screen
Nov 8, 6:46 AMLive backup pass, old PC still in use: 405.3 GBVerify report
Nov 8, 11:52 AM and 2:27 PMTwo decryption readings on the data drive: 34.5% and 27.8% still encryptedStatus log
Nov 8, 12:35 PM7 board and graphics drivers downloaded, checked and numberedMigration state file
Nov 8, 4:11 PMFinal backup pass, apps closed: 406.3 GB, 9 of 10 checks passVerify report
Nov 8, 5:38 PMThe new PC runs the old system drive; first health check: 48 GB seen, clock 13 hours fastMigration state file
Nov 8, 6:14 PMStack restarted: 9 of 9 checks passStart-stack log
Nov 8, 8:03 PMA test call rings and the voice agent answers it 46 ms laterVoice agent event log
Nov 8, 9:10 PMWindows on the retail licence, drive encryption back on, no recovery promptHealth check after the restart
Nov 9, 9:04 AM and 10:36 AMRead-only audit: 19 flags; after the approved fixes, the same audit: 5Audit reports
Nov 9, 1:11 PM and 8:23 PMClean-up: 144.1 to 301.1 GB free on the system drive; after the restart, 345 GBClean-up log; state file
Nov 10Scheduled social posts publish from both automation browsersPosting ledger

MeasuredReportedn = 1 migration, Nov 5 to 10, 2026 Times from the text inside each log, the photos’ own time stamps and the build’s state file, re-read on Nov 11, 2026. The state file’s entries are the planning AI’s own records, labelled Reported.

The engine timeline below shows the same build as before-and-after readings. Each row says what was measured and whether the reading supports the claim.

Interactive · Ledgerclaim 1 of 7

The build as before-and-after readings

Each row is a claim from the build and the two readings that test it. HOLDS means the readings support the claim; FAILS means they do not.

The final pass only had to copy what changed

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MeasuredReportedn = 7 claims, Nov 8 to 9, 2026 Backup, audit and clean-up figures from their own logs; decryption from the status log; memory and the 58 GB scan from the state file (Reported).

From the final backup at 4:11 PM on Nov 8 to an audited, tuned PC at 1:11 PM on Nov 9 took 21 hours. The phone line answered again just under 4 hours after the final backup.

Module zero · 8 min

The team and the ground rules

The build worked because each player had one job, and no AI claim counted until a log, a file or a screen proved it.

PlayerJobNever does
You, the builderMakes every decision, does the physical work, double-clicks the launchersTypes long commands by hand
Claude, the planner and checkerInventories the old PC, writes the plan and the scripts, reads the logs, audits the resultActs on a guess; deletes without approval
Gemini, the photo checkerLooks at a photo of each build step and says what to fix nextSigns off on its own work
The scriptsDo the bulk work: backup, restore, health checks, clean-upRun without a log you can check

Reportedn = 1 migration Roles as recorded in the build’s state file and runbook, written Nov 7 and 8, 2026.

Rule 1: decisions as multiple choice. The AI asks a batch of questions with clear options and a recommended pick. You answer in seconds; nothing waits on typed essays.

Rule 2: label every number. Measured (read from a log or a screen), Calculated (arithmetic on measured numbers), Reported (written down by someone, including an AI), Asserted (a claim nobody has checked yet) and Not verified (unknown). A plan built on asserted numbers gets checked before money or data moves.

Rule 3: verify the artifact, not the report. “Backup complete” means nothing until the file counts match. “Service fixed” means nothing until a test call rings through.

Rule 4: nothing irreversible without a yes. Wiping a drive, deleting files and restarting during someone else’s work all wait for your answer.

Interactive · Decidercase 1 of 6

Is this the result, or only a report of one?

Each line was on screen during the build. Pick PASS if it is evidence you can act on as it is, FAIL if it still needs a check.

The copy script finished and printed no errors.

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MeasuredReportedn = 6 lines from the build Each line and its answer are from this build’s logs and records.

Module one · 8 min

Research and buy

The parts list came from the job, not from a best-PC list. Write the rules first, compare whole builds, then price the pick from a dated store quote.

Step 1: write the rules before shopping. One paragraph the AI can hold you to. This build’s, from the research prompt on Nov 5: 64 GB of memory in total, reuse the RTX 3060 graphics card and the Corsair memory kit already owned, and no prebuilt. Add your own workload and budget.

Step 2: compare whole builds, not parts. The research compared a Core Ultra 5 250K Plus bundle and a dual-graphics open-frame plan before the final pick, and it was told to label every price it gave as seen on a store page, a search snippet or unconfirmed.

Step 3: price the pick from a dated quote. The store prints a quote with a price-guarantee date; photograph it, and have the AI read the photo back into a table you can check line by line.

PartChoiceQuote price
CPUIntel Core Ultra 7 270K Plus (LGA 1851)$64.62
MemoryG.Skill Ripjaws S5, 2 x 16 GB DDR5-6000 CL36$446.46
MotherboardGigabyte Z890 EAGLE WIFI7 PLUS$118.91
CPU coolerThermalright Peerless Assassin 120 SE ARGB$54.99
Power supplyMontech Century II, 1200 W, ATX 3.1$149.99
WindowsWindows 11 Home, retail USB$139.99
CaseCougar Airface 180$59.99
Subtotal, tax, totalas printed on the quote$1,034.95; $64.68; $1,099.63

Reportedn = 1 quote, Nov 6, 2026 Micro Center quote, Nov 6, 2026, read from a photo of the printed quote at full resolution; the quote says it is a price quote, not a reservation. The CPU, memory and board prices reflect the store’s bundle pricing that day. The tax line is 6.25% of the subtotal. Prices as of Nov 6, 2026.

Reused from the old PC: the RTX 3060 12 GB, the 1 TB NVMe system drive, the 8 TB data drive and a Corsair Vengeance RGB 2 x 16 GB DDR5-5600 kit, for 64 GB in total.

The new parts on a wooden floor in their boxes: a 1200 W power supply, the Z890 motherboard, the dual-tower CPU cooler, the boxed CPU, a two-stick memory kit, a Windows 11 Home USB box, and the case box at the bottom.
Parts in hand, Nov 6, 3:15 PM. The store’s price sticker is blurred; prices are in the table above.
The case box label: Airface 180, with two 180 mm and one 120 mm ARGB fans and an RGB hub listed as pre-installed. The serial number is blurred.
The case box, Nov 6. Read the box before you plan the wiring: this case brings 3 fans and a lighting hub of its own.

Measuredn = 2 photos Phone photos, times from their own metadata; location data removed and the images re-encoded before publishing.

Interactive · Gate Runnercandidate 1 of 6

Which check stops this parts list first?

Five checks a parts list passes before you pay, in order. For each list, pick the first check it fails; if one passes all five, pick the last button. The lists are constructed; the checks are the ones the build’s research prompt asked for.

A CPU for one socket and a board for another, because the bundle page grouped them

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Reportedn = 5 checks, 6 constructed lists The checks are the ones the build’s research prompt asked for on Nov 5, 2026; the lists are constructed.

Module two · 14 min

Plan the migration

The plan started from an inventory of the old PC, not from memory.

scheduled tasks exported146about 88 of them for the business
local AI models177 dropped, 32.8 GiB
Android emulators5all backed up
plan review findings242 of them would have hurt

MeasuredReportedn = 1 inventory, Nov 7, 2026 Tasks counted from the exported task files and models from the old PC’s model list (Measured); the business count, the emulators and the review findings from the state file (Reported).

  1. Inventory everything that must survive. Have the AI export the scheduled tasks, services, startup items, environment variables, installed apps, runtimes, listening ports and folder links into one folder.
  2. Answer one batch of decisions. Clean install or reuse the old system drive; which Windows licence moves (the old key belonged to the old maker’s board, so the new build needed its own); where the backup goes (the 8 TB data drive); which local models to keep; phone backup (skipped); browsers (sign-in sync plus a profile backup); the old PC (a parts donor).
  3. Have the plan reviewed before anything runs. Two review rounds found 24 issues. Two would have hurt: a PostgreSQL install command with broken quoting, and a backup rule that skipped two kinds of browser files by name alone, which would also have skipped real data in other apps that use the same names. The second round confirmed 20 of the 24 fixed and settled the rest.
  4. Turn the plan into a runbook plus numbered launchers. Each step is one double-click that asks for admin rights and writes a log. The AI reads the log; you never retype a command. The whole kit is free to download in module eight.
  5. Check drive encryption early. Both drives were BitLocker-encrypted. A fresh Windows cannot read an encrypted data drive without its key, so the data drive was decrypted in the background while the old PC stayed in use.

Lesson: measure before you estimate

The AI first predicted the decryption would finish by early afternoon. Two real readings, 34.5% at 11:52 AM and 27.8% at 2:27 PM, gave 2.6 percentage points an hour, about one sixth of the guess. The correction went into the log the same afternoon, and the plan changed: protection was already off, so the switch went ahead and the decryption finished on the new PC overnight.

MeasuredCalculatedn = 2 readings, Nov 8, 2026 The two readings are the drive tool’s status output, logged with their times; the rate is 6.7 points over 2.57 hours.

Try it with your own readings. The calculator is preloaded with this build’s two readings and its measured copy speed.

Drive decryption: two readings

With this build’s readings: 6.7 points in 2.57 hours, 2.6 points an hour.

Copying: size and a measured speed

At 8.3 MB/s, 500 to 700 GB takes 17 to 24 hours.

MeasuredCalculatedn = 2 readings; 1 copy test Preloaded with the two decryption readings of Nov 8, 2026 and the copy speed measured on Nov 7; the rate assumes the speed holds, which is exactly what a second reading later on checks.

Interactive · Instrumentlive

How long through the slow link?

Slide the size. The speed is fixed at the measured 8.3 MB/s through the AI’s own connection.

GB
Hours at 8.3 MB/s
—h

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MeasuredCalculatedn = 1 copy test, Nov 7, 2026 The speed is the single measurement recorded in the state file; hours = the size in MB divided by 8.3 MB/s, then by the seconds in an hour.

Module three · 14 min

Back up the old PC

The backup was 406.3 GB, made in two passes and checked file by file before any drive moved. The old PC stayed in normal use until the last pass.

Measure the copy path first. Copying through the AI’s own connection ran at 8.3 MB/s, measured on one 1.56 GB file in about three minutes. At that speed 500 to 700 GB takes 17 to 24 hours. So the AI wrote a native copy script that runs on the PC itself (Windows robocopy), and audited its logs instead.

live pass, Nov 8, 6:46 AM, PC in use405.3 GBnothing closed
final pass, 4:11 PM, apps closed406.3 GB9 of 10 checks pass
files in the profile copy1,346,24876 left behind by one open app
PostgreSQL data files1,908database stopped for a clean copy

Measuredn = 2 passes, Nov 8, 2026 From the two verify reports the backup script wrote, with the times printed in them; the copy speed is the state file’s single measurement from Nov 7 (Reported).

  1. Live pass with the PC in use. Nothing is closed. This copies the bulk while you keep working.
  2. Sort what did not copy. The verify step sorts leftovers into real data and noise (browser caches, lock files). After the first run, every remaining leftover belonged to an app that was open at the time.
  3. Final pass with apps closed. It copies only what changed since the live pass, so it takes minutes. It pauses the automations (30 scheduled tasks) and stops the database for a clean copy first.
  4. Capture what a file copy misses. Folder links (here 10: 7 junctions and 2 symbolic links), the app list, the scheduled tasks as files, environment variables.
  5. Stage the new board’s drivers before the switch. The AI downloaded the 7 drivers for this board and graphics card, checked each file against the server’s size and the archive’s checksum, and numbered them in install order on the data drive.
  6. Get the recovery keys off the PC. Photograph or print the BitLocker recovery keys. Never paste them into an AI chat.

The one failed check: 76 files of an AI coding app that was open during the copy (cache files, a crash log and a database’s write-ahead pair). Its main database copied. The owner accepted it as non-blocking, in writing, before any drive moved.

Measured How the backup was verified
Measured
For each copy job: the files in the source, the files still left to copy, the files that failed, the known noise, and robocopy’s exit code; then the backup’s total size.
Method
After each pass the script re-ran every copy in list-only mode, so anything still different shows up, and sorted each leftover into real data or noise by rules the plan review had checked.
n
2 passes on Nov 8, 2026 (live and final); one PC, so no spread is claimed.
Source
The two verify reports the script wrote, with the times printed inside them, re-read on Nov 11, 2026.
Excludes
A restore test of every file: the backup was checked by listing and counts, and the drive itself moved to the new PC.
Interactive · Gate Runnercandidate 1 of 6

Is it safe to move the drives?

Five checks before a drive leaves the old PC, in order. For each situation, pick the first check that stops it; if one passes all five, pick the last button. The situations are constructed from this build’s switch day.

The final pass shows 9 of 10 checks; the failure is 76 cache files of an open app, not yet read

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MeasuredReportedn = 5 checks, 6 constructed situations Checks from the build’s runbook and state file; the passing situation is this build’s own switch day.

Interactive · Anatomyregion

Read the final verify report

Lines from the real report the backup script wrote at 4:11 PM. Open each line to see what to check there.

Job  Status  FilesInSource  RealLeft  RealFailed  KnownNoise  RobocopyExit

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Measuredn = 1 verify report, Nov 8, 2026 Lines copied from the final verify report; spacing tidied.

Module four · 16 min

The physical build, with AI photo checks

The build took one day. After each step a photo went to Gemini with the question “is this right, and what is next?”. Two of its catches would have stopped the first boot.

The photo loop. Take a clear, well-lit photo of the step; send it with the part names and the board model; fix what it flags; send a new photo. Read the board manual’s label for every header it names, because small print is easy to misread. And when an answer repeats the last one word for word, say so: in turn 15 of this build’s chat the builder had to point out that Gemini had answered without looking at the new photos.

Fan header, turns 13 and 14“you have plugged this 4-pin fan cable into the header labeled FAN4_PUMP”The cooler’s fan cable moved to CPU_FAN. Without it the board halts with a CPU fan error. The BIOS photo later shows CPU_FAN at 745 RPM.
Thermal pad film, turn 30“You must remove the clear plastic film from the thermal pad before installing the heatsink over your SSD”The builder asked first whether to remove the backing; Gemini read “REMOVE BEFORE USE” printed on the film in the photo. Left on, the film traps heat on the drive.
Memory kits, turn 31“Mixing memory dies and frequencies before initial POST guarantees memory training failure.”It does not. Two kits from two makers run as 64 GB at 4800 MT/s here, with 0 hardware errors logged since Nov 7. Test before you buy a replacement kit.

QuotedMeasuredn = 32 turns, 16 with photos Quotes from the owner’s shared Gemini chat, captured on Nov 11, 2026, with turn numbers; the memory result is from the audits and a reading on Nov 11 (hardware error log and memory modules).

Phase 1, the board. CPU into the LGA 1851 socket with no pressure; the plastic cover pops off when the arm closes. Memory: the new G.Skill kit only, in slots A2 and B2, so a first-boot failure has one cause. The system drive goes in the top M.2 slot, M2A_CPU, which connects straight to the CPU; peel the film off that slot’s thermal pad. Cooler fan to CPU_FAN, never FAN4_PUMP; the cooler’s lights chain fan to fan, then to ARGB_V2_3.

Phase 2, into the case. Board onto the standoffs. Plug the 24-pin, the two 8-pin CPU and the SATA cables into the modular power supply before it goes into the lower chamber, then route them and press until each latch clicks.

Phase 3, front panel, fans and lights. Power and reset on F_PANEL, keyed by the missing pin. Front USB-C to F_U3C_10G, USB-A to F_U3A_5G, audio to F_AUDIO. The case’s fan and light hub: SATA power, fan speed to SYS_FAN1, lights to ARGB_V2_1.

Phase 4, old parts and the first power-on. The 8 TB drive into the lower cage, data cable to SATA3_4. The RTX 3060 into the top x16 slot with one 6+2-pin cable. Then power on and wait: the first start with new memory trains it and can stay black for minutes.

The motherboard in the open case with the dual-tower air cooler mounted between its two fans and the 24-pin power cable connected at the right edge of the board.
Into the case, Nov 7, 9:10 AM. Cooler mounted, 24-pin connected.
The back of the case during cabling, with the modular power supply standing beside it and its spare cables laid out on the table.
Cabling, Nov 7. Cables go into the modular supply before it goes into its chamber.
Close-up of the cooler between its two black fans inside the case, with the two large front case fans visible at the right edge.
The cooler, Nov 7, 9:11 AM. Its fan cable is the one that went to the wrong header first.
The monitor at the first power-on showing the motherboard maker's start-up screen on a dark blue background.
First power-on, Nov 7, 9:42 PM. The board’s start-up screen.
The open case lit at first power-on: the cooler's fans, the rear fan and the two large front fans glowing in blue and violet.
Lights on, Nov 7, 9:42 PM. Every fan spins.
The BIOS easy-mode screen: BIOS version F5, 32 GB of memory at 4800 MT/s in slots A2 and B2, CPU temperature 35.0 C, CPU fan at 745 RPM, and a date of 11/08/2026 with a time starting at 10.
First result, Nov 7, 9:43 PM. BIOS F5, 32 GB at 4800 MT/s, CPU at 35.0 °C. Note the BIOS clock: it already reads the next morning.

Measuredn = 6 photos, Nov 7, 2026 Phone photos; times from their own metadata. Cropped to the PC, location data removed and the images re-encoded before publishing.

Lesson: strip the location before you post a build photo

Every phone photo of this build, 11 of 11, carried GPS coordinates in its metadata: post one as it is and you publish where the PC lives. Before a photo leaves your PC, re-encode it with no metadata and crop out the room, then check the result rather than the export setting: open the file’s properties, or have the AI read its metadata back and confirm 0 location tags. Every image on this page was checked that way.

Measuredn = 11 photos Metadata read from the original files on Nov 11, 2026; each published copy was re-read and holds 0 metadata tags and 0 location tags.

Interactive · Prompt Diffclause

Build the photo-check prompt

Start from the vague ask and switch clauses on. Each clause says what it adds.

as asked
Is this right?
as specified

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Quotedn = 32 turns Clauses drawn from the build’s Gemini chat, captured Nov 11, 2026.

Module five · 12 min

First boot and the switch

The plan was a clean install from the retail USB. Instead, the old system drive went into the new PC and Windows came up. The AI recommended keeping it, as long as a health check passed: that skipped the runbook’s estimated 3.5 to 4.5 hours of downtime and kept every app and setting.

The first health check found, 5:38 PMFix
Only 3 of 4 memory sticks seen (48 GB)Reseat the fourth stick; 64 GB at the next check
System clock about 13 hours fastSync the clock
BitLocker’s TPM would not release the drive’s key after the hardware changeSuspend BitLocker for 3 restarts so it reseals to the new board
About 15 devices without drivers; Bluetooth failedRun the staged drivers 2 to 6 in order, then restart
8 services of the old maker’s software and an overclocking tool failingUninstall the old maker’s software
Automations stoppedTurn the 30 paused tasks back on, then start the stack

Reportedn = 1 health check, Nov 8, 2026 From the state file’s record of the first health check. The check’s own output file was overwritten by later runs, which is why this row is Reported.

By 6:07 PM: 4 sticks, 64 GB at 4800 MT/s, the clock right, 0 devices without drivers. Licensing: the old Windows key belonged to the old maker’s board, so it does not move with the drive; the retail key went on, and after the restart at about 9:10 PM Windows showed as licensed on the retail channel, with BitLocker back on and no recovery prompt.

The new PC on switch day seen through its glass side: the reused graphics card in the top slot and four lit memory sticks next to the cooler.
Switch day, Nov 8, 5:56 PM. The reused graphics card and all four memory sticks in place.
The finished PC from the front, its two large front fans lit, running Windows from the old system drive.
Running, Nov 8, 5:57 PM. The old system drive, booted in the new PC.

Measuredn = 2 photos, Nov 8, 2026 Phone photos, times from their own metadata; cropped, edges blurred and location data removed.

Lesson: times come from logs, never from file dates

The new PC’s clock ran about 13 hours fast until it was synced on switch night. The BIOS photo, taken at 9:43 PM on Nov 7 by the phone’s clock, shows the board reading 11/08, the next morning; at 5:38 PM on Nov 8 the PC itself reported 6:38 AM the next day. Every file it wrote before the sync carries a date about 13 hours wrong. So every time in this class comes from text printed inside a log by a clock that was right, or from the phone’s photo stamps, never from a file’s modified date. Check the clock first on any new build, and check it again before you trust a time stamp.

MeasuredCalculatedn = 2 clock readings The BIOS photo against its own capture time, and the state file’s first-health record (5:38 PM real time, 6:38 AM the next day on the PC): 13 hours.

Interactive · Decidercase 1 of 8

The switch-night calls

Eight real decisions from this build. Commit to PASS (do it) or FAIL (do not) before you reveal; a wrong pick shows what it would have cost.

The old system drive booted in the new PC. Keep running it, if the health check passes, instead of the planned clean install?

Your answers stay in this browser. Nothing is sent anywhere. Reset clears them.

MeasuredReportedCalculatedn = 8 decisions, Nov 7 to 9, 2026 What happened after each call is from the logs, photos and state file; the costs of the other choice are calculated from the same figures.

Module six · 11 min

Bring every service back

The stack was up at 6:14 PM on switch night, but three things still broke, and only a real-world test found each one.

  1. Start the stack and prove it. A resume script turned the 30 paused tasks back on, started the services, then waited until each one answered on its port. Result: 9 of 9 checks (the stack’s control service, 6 required services, the voice line’s browser and PostgreSQL). One service answered late, as it had on the old PC. After the next restart, everything started on its own.
  2. Test the phone line with a real call. The voice agent was running, but test calls at 6:40 and 6:47 PM went unanswered. The cause: after the hardware change, Google asked the agent’s browser to verify the account, so the agent was looking at a signed-out page. After the owner verified the account and the agent restarted, the 8:03 PM test call rang and the agent picked up 46 ms later.
  3. Mute the automation browsers. Four automated Chrome windows were playing sound. One launch flag (--mute-audio) silenced 3 of them; the voice line’s browser was left unmuted on purpose.
  4. Re-attach the AI’s scheduled tasks to the new PC. Desktop-app tasks that need a computer were still tied to the old PC. Three Monday tasks were suspended overnight as “device absent”. The fix was the desktop app’s “Require this computer” setting on each of the 7 tasks.
  5. Then check that each task did its job. After the rebind, 4 tasks wrote their files. Three wrote nothing: two of them ran for 75 and 103 seconds, and the third left no new log line. The likely cause, not yet confirmed: the rebind cleared each task’s attached folders. One of the three, the daily store brief, wrote its file again the next day.

MeasuredReportedn = 1 switch night The 9 checks from the start-stack log; the answered call from the voice agent’s event log (ring at 8:03:43 PM, answer 46 ms later); the mute result from its log; the task results from the state file (Reported) and the store brief’s file of Nov 10 (Measured).

Lesson: “succeeded” is not a result

Three tasks reported a run and wrote nothing. The check that caught it looked for the files each task should have written, not for its status.

Interactive · Huntround 1 of 3

Find what the green check cannot see

Each round shows a check that passed. One item behind it was still broken. Find it.

The stackPASS
9 of 9 checks pass, 6:14 PM

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MeasuredReportedn = 3 rounds from the build From the start-stack log, the state file’s task results and the clean-up’s corrections.

Module seven · 12 min

Audit, fix and tune

The PC worked on day one. Day two was for proving it: one read-only audit before any change, and the same audit again after.

Audit flags before and after the approved fixes Bar chart. The first audit found 19 flags, 9 of them the old PC maker's leftover tasks and 3 Windows tips tasks tied to the old account. The same audit after the approved fixes found 5. Read-only audit, Nov 9 (17 areas) Before, 9:04 AM first run 19 After, 10:36 AM same script 5 9 old-PC maker tasks 3 Windows tips tasks The 5 left after the fixes were all known and named; none was a new fault.
Audit flags before and after the approved fixes. The same read-only script, run at 9:04 AM and again at 10:36 AM on Nov 9.

Measuredn = 2 audit runs, Nov 9, 2026 Counts from the FLAGS section of each audit report; the split of the first 19 by kind is counted from the same list.

  1. Run a read-only audit first. One script checked 17 areas: hardware, storage health, updates, security, power, drivers, event logs, startup, old-PC leftovers, lighting, the work stack, scheduled tasks, apps, network and settings. First run: 19 flags, 9 of them the old maker’s leftover tasks and 3 Windows tips tasks tied to the old account.
  2. Fix only what you approve, with a backup. You approve each group before it runs. The fix script removed 7 of the old maker’s store apps, 21 scheduled tasks and 13 driver packages, exporting each first; turned Fast Startup off; and installed 8 driver updates from Windows Update. One of those 8 was an update from the old PC maker that was not on the approved list, and the script also removed a printer app it should have kept: two changes nobody approved. Second audit: 5 flags, all known (2 Realtek updates skipped on purpose, 2 sleeps from before sleep was set to Never, 1 telemetry device reporting Degraded, the memory test not yet run, 1 task of another app).
  3. Set the lighting. Case fans: the case’s own RGB button. The Corsair memory: the board’s control centre listed no memory device, so the fix was Corsair’s own app, iCUE; set the lighting there, then save it to the sticks’ hardware memory so it holds with the app closed. The G.Skill kit has no lighting.
  4. Clean the system drive, moving before deleting. A read-only size scan first, then an approved list. Deleted: caches, temp files older than 7 days, the hibernation file and the 7 dropped local models. Moved to the data drive: old downloads, an old backup folder, phone-sync files and model caches. Result at 1:11 PM: 144.1 to 301.1 GB free, 157 GB gained. After the restart that applied the page-file cap (16 to 32 GB, where Windows had been using 63 GB), 345 GB free.
Free space on the system drive across the cleanup Bar chart of free space on the system drive: 144.1 GB before the cleanup, 301.1 GB after it, 345 GB after the restart that applied the page-file cap, and 316.2 GB two days later in normal use. C: free space, GB (drive about 953 GB) Nov 9, before cleanup 11:44 AM 144.1 After cleanup 1:11 PM 301.1 After the restart 8:23 PM restart 345 Two days later Nov 11 316.2 Free space shrinks again as the PC is used; the restart figure is the cleanup's result.
Free space on the system drive. Before and after the clean-up, after the restart, and two days later in normal use.

MeasuredReportedn = 4 readings, Nov 9 to 11, 2026 144.1 and 301.1 GB from the clean-up log; 345 GB from the state file’s reading after the 8:23 PM restart (Reported); 316.2 GB read on this PC on Nov 11.

Lesson: run the same audit before and after

The 19-to-5 count is the evidence that the fixes worked, and the fix log is the evidence of what each fix touched, including the two it should not have.

Module eight · 6 min

The real mistakes, the prompts, the checklists and the kit

Every row below happened during this build. Each one came from trusting a report (an estimate, a size, a “succeeded”) instead of checking the result itself.

What went wrongWhat it costThe rule it produced
AI scheduled tasks stayed tied to the old PCThree tasks suspended overnight; three later ran and wrote nothingAfter any hardware change, rebind each task and check its output files
The clean-up moved the Downloads folder while another AI agent was using itThat agent’s work stopped; 76 recent files (74.1 MB) had to be copied backA clean-up leaves files from the last 7 days and folders other agents use alone. Ask before you touch a shared folder.
The AI predicted the decryption would finish by early afternoonTwo readings showed about one sixth of that speedTake two readings and work out the rate before you schedule around any estimate
The size scan reported the phone-sync folder as 58 GBSpace that never appearedThose were cloud placeholders: 1.18 GB was really on disk, and 4,302 placeholders stayed behind. Check size on disk, not file size.
Gemini said mixing two memory kits guarantees a failureAdvice that pointed to buying a new kitTest before you buy: 64 GB at 4800 MT/s, 0 hardware errors
Gemini repeated an answer without looking at the new photosA step checked against the old photoWhen the answer repeats word for word, ask it to describe the new photo first
The fix script removed a printer app and installed an update not on the approved listTwo changes nobody approvedA fix script runs only the exact approved list and logs everything it touches
The lighting installer was started twiceBoth copies quitClose leftover installers first; a “not found” right after an install can be a timing false alarm
Turning off the Windows-managed page file exposed an old 32 GB setting on the data driveA surprise page file on the wrong driveAfter any settings change, read back the full result, not just the line you changed

MeasuredReportedn = 9 incidents, Nov 7 to 9, 2026 Each row from the fix, clean-up and audit logs or the state file’s incident and correction records, and the Gemini chat.

Prompt library

The prompts that did the work in this build, with the personal details taken out. Fill in the brackets.

1. Parts list and compatibility Module one
I'm building a PC for [main use]. Budget [amount]. I'm reusing [parts]. Pick a CPU, motherboard, memory, power supply, case and cooler. Check each pair for compatibility: socket, memory type and speed, cooler height against the case, power supply wattage and connectors against the graphics card. For every claim, give the manufacturer page it came from. Label every price: seen on the store's page today, a search snippet, or unconfirmed. Mark anything you could not confirm as NOT VERIFIED.
2. Migration plan review Module two
Here is my plan to move my old PC's drive and work setup into a new build: [plan]. Act as a skeptical reviewer. List every way this could lose data or leave me without a working PC. Rank them: blockers first. For each one, give the check that proves it is handled.
3. Backup verification Module three
Write a read-only script that compares [source] to [backup]: file counts, total size, and a spot-check of [N] random files by hash. It must change nothing. Print a pass or fail line per check and a final count, and sort anything that did not copy into real data and noise (caches, lock files, files of apps that are open).
4. Build-day photo check Module four
Here is a photo of [step: memory in its slots, cooler mounted, front-panel pins]. My board is [model]. Check it against the board manual. Describe what you see in this photo first, then tell me exactly what is wrong, or say "looks right" and what you checked.
5. First-boot health check Module five
The new PC just booted from my old drive. Write a read-only script that reports memory detected and its speed, the graphics card's link speed, drive health and temperature, the system clock, Windows activation, drive encryption status (never the keys), devices without drivers, and errors since boot. Flag anything that needs action, in order of importance.
6. Before-and-after audit Module seven
Write a read-only audit of this PC: [areas]. End with a numbered FLAGS list. Then write a separate fix script that only does the items I approve, backs up everything it removes, and logs every change. I'll run the audit again after, to compare.
7. Safe clean-up Module seven
Scan my system drive and list the biggest folders by size on disk (not logical size). Sort them into: safe to delete, move to my backup drive, and leave alone. Leave alone anything changed in the last 7 days and anything another app or agent is using. Change nothing yet.

Checklists

Six lists, one per stage. With scripts on, tick each item; your ticks stay in this browser so you can come back, and one button clears them all.

Before you buy

  • Main use and budget written down
  • Every compatibility pair checked against a manufacturer page: socket, memory, cooler height, power supply connectors
  • Prices taken from a dated quote or a store page, each labelled
  • Return windows and open-box terms noted

Before you switch PCs

  • Full backup done, then a final pass on the switch day
  • Backup verified by count, size and a hash spot-check
  • Recovery keys saved offline, never pasted into a chat
  • Drivers for the new board downloaded to the backup drive and numbered
  • Licence status of Windows and paid apps known
  • Scheduled tasks and automations paused

Build day

  • Board prepared on its box: CPU, M.2 drive with the thermal-pad film removed, memory, cooler
  • Cooler fan on the CPU_FAN header
  • Memory in the slots the manual names for your stick count
  • Power cables: 24-pin, CPU power, graphics power fully seated
  • Front-panel pins checked against the manual, with a photo
  • A photo of each stage sent to the AI for a check
  • Location data stripped from every build photo before you post it

First boot

  • BIOS shows the CPU, all memory and the boot drive
  • System clock checked and synced
  • CPU temperature at idle is normal
  • Windows boots and activates
  • Health check run; findings fixed in order
  • Graphics link speed and memory speed recorded

Bring services back

  • Stack started; every service answers on its port
  • A real test of each outside-facing service, such as a test phone call
  • Sign-ins that a hardware change can break checked
  • AI scheduled tasks rebound to the new PC; their folders re-attached
  • Each task’s output files checked, not just its status

Day two

  • Read-only audit run, then approved fixes, then the same audit again
  • Lighting set and saved to the hardware
  • Size scan, then an approved clean-up, moving before deleting
  • Restart, then confirm everything starts on its own
Interactive · Setup Checkeryour path

Which steps apply to your move?

Answer four questions; the list keeps only the steps that apply to you.

  1. Inventory the old PCTasks, services, startup items, environment variables, apps, runtimes, ports and folder links, into one folder.
  2. Back up twice and verifyA live pass with the PC in use, a final pass with apps closed, then counts, sizes and a hash spot-check.
  3. Decrypt the data drive first, and time itTwo readings give the rate; switch once protection is off.
  4. Get the recovery keys off the PCPhotograph or print them. Never paste them into a chat.
  5. Plan for the old maker’s software and licenceIts key stays with the old board; its services fail on the new one. Remove them after the switch.
  6. Stage drivers and the installersA clean install needs every runtime and app reinstalled; stage them on the backup drive.
  7. Run a health check before anything elseMemory count, clock, encryption, devices without drivers. Fix in order.
  8. Pause automations, then prove every portPause before the final pass; after the switch, start the stack and make one real test of each outside-facing service.
  9. Rebind each AI task and check its filesThen look for the files each one should write, not its status.
  10. Audit, fix, audit againThe same read-only audit before and after the fixes.

Your answers stay in this browser. Nothing is sent anywhere. Reset clears them.

Reportedn = 1 migration Steps from this build’s runbook and state file.

Your own runbook

Answer six questions and copy or download a numbered runbook for your own move, in the order this build used.

Interactive · Forgelive

Generate your runbook

Fill in your names and pick your answers; copy the runbook or download it as a Markdown file.


Your answers stay in this browser. Nothing is sent anywhere. Reset clears them.

Reportedn = 1 migration The order is this build’s, from its runbook and state file.

The migration kit, free

The scripts that ran this migration, cleaned for anyone to use: every path, name, port and task name moved into one settings file, and every script that changes anything runs as a dry run first, changing things only when you add -Apply. Each one writes a log you can read. Run the launchers as Administrator (each one asks).

  • Back up: a live pass, a final pass, a verify report, folder links
  • Check: data-drive decryption, the new PC’s health, scheduled tasks, a 17-area read-only audit, a size scan
  • Switch and resume: pause and resume the automations, start the stack and prove each service answers
  • Clean up: remove the old maker’s software, approved fixes, a system-drive clean-up, the page-file cap
  • Examples: restart a voice agent, mute automation browsers, install a lighting app (adapt before use)

With scripts on, the button builds the zip in this browser from this store’s own files.

SHA-256 of the zip: a0a0bf9158fe75e0d532bef14ea06da930625229d869550b41c0ce4db94f3f22. A SHA256SUMS.txt inside lists every file’s own SHA-256.

Measuredn = 1 kit Every script in the kit was run in dry-run mode on the PC this class describes before publishing; none was run with -Apply. MIT licence; read the README first.

How sure is each part of this page

MeasuredFrom logs, photos and readingsBackup sizes and times; the copy speed; memory at 64 GB and 4800 MT/s; the graphics card at PCIe Gen 4 x16; 9 of 9 stack checks; the 8:03 PM call; audit flags 19 then 5; 8 driver updates; the clean-up 144.1 to 301.1 GB; photo times; 0 hardware errors since Nov 7.
ReportedFrom the planning AI’s own recordsThe first health check’s findings; the test-call times that left no log line; 345 GB after the restart; the Downloads restore (76 files, 74.1 MB); the phone-sync correction; the scheduled-task results; the quote prices (read from the quote photo).
CalculatedArithmetic on measured numbers21 hours from the final backup to an audited PC; the decryption rate of 2.6 points an hour; the 13-hour clock offset; 17 to 24 hours for a copy over the slow link.
QuotedWhat Gemini said, with its turn numberThe fan-header and thermal-pad catches, and the memory claim this page corrects. Header names come from Gemini’s turns and the board manual; check them against your own board’s manual.
Not verifiedOpen on Nov 11, 2026That the quote prices are what was paid; the voice line’s sign-in after the last restart; memory under a full memory test, and with XMP on; why a coding app’s watchdog restarted it twice after the last restart; whether the other two silent tasks now write their files; the scheduled price scan behind the parts research.

MeasuredReportedCalculatedQuotedn = 1 migration Every figure on this page is an entry in the class’s evidence ledger, re-derived from the primary files on Nov 11, 2026.

Questions

Should I reuse my old Windows drive in a new PC or clean install?

If the old drive boots in the new PC, keep it only after a health check passes: memory count, clock, drive encryption, devices without drivers and errors since boot. In this build the reused drive skipped the runbook's estimated 3.5 to 4.5 hours of downtime, but the first check still found six problems to fix, including one memory stick not seen and the old maker's software failing.

Does my Windows licence move to the new build?

Not if it came with the old PC. A licence that came with a prebuilt PC belongs to that PC's board, so the new build needs its own key. Here a retail key went on, and after a restart Windows showed as licensed on the retail channel.

Can I mix two memory kits?

Test before you buy a replacement. An AI said mixing kits guarantees a training failure; in this build a 2 x 16 GB DDR5-6000 kit and a 2 x 16 GB DDR5-5600 kit run together as 64 GB at 4800 MT/s with XMP off, with 0 hardware errors logged since the build. A full memory test has not been run yet.

How should I copy hundreds of gigabytes to the backup drive?

Measure the path first. Copying through an AI assistant's connection ran at 8.3 MB/s here, so 500 to 700 GB would take 17 to 24 hours. A native copy script on the PC did the bulk, in a live pass and a final pass, and the AI checked its logs and verify report.

Do I need to decrypt a BitLocker drive before switching PCs?

A fresh Windows cannot read an encrypted data drive without its key. Decrypt it in the background, or have the recovery key photographed or printed, never pasted into a chat. Take two status readings to get the real rate: here 2.6 percentage points an hour, about one sixth of the first estimate.

Why trust times from logs and not file dates?

Because a new PC's clock can be wrong. This one ran about 13 hours fast until it was synced, so every file it wrote before then carries a wrong date. Use the time printed inside a log by a correct clock, or a phone photo's own time stamp.

Is it safe to post build photos online?

Strip the metadata first. Every phone photo of this build carried GPS coordinates. Re-encode each photo without metadata, crop out the room, and check the result for 0 location tags before you post it.

Can I use the scripts from this class?

Yes. The kit is a free download in module eight under the MIT licence. Every script that changes anything runs as a dry run first and changes things only with -Apply, and every one writes a log. All names, paths and ports live in one settings file you fill in.