Labs
The twelve-week teaching schedule: what happens in each lab, what to prepare, and what leaves the room.
Each lab is the hands-on work behind that week's lecture: build the failure, make it happen on purpose, then fix it and say what the fix does to the requests that were working already. related: connects a lab to the lecture that sets it up and the assessment it feeds.

Reproducing the reflex
A read times out and the retry succeeds. Nothing was written and nothing broke, so the reflex gets learned before anyone examines it.
Week 1 · 22 February 2027

Charging twice on purpose
The same retry, aimed at a write: one charge becomes two, and the client cannot tell whether it already worked.
Week 2 · 1 March 2027

Becoming the outage
A two-second slowdown, a retry loop with no delay between attempts, and a client that keeps the dependency down long after the original problem passed.
Week 3 · 8 March 2027

Synchronising a herd
Ten thousand clients, each correct alone, that fall over the dependency together the moment it recovers.
Week 4 · 15 March 2027

Counting to twenty-seven
Twenty-seven attempts for one request, and why no single layer can see it happening.
Week 5 · 22 March 2027

Two people, one payout
The same failure with no code in it: two people, one payout, and a runbook standing in for a lock.
Week 6 · 12 April 2027

Telling a no from a not yet
A 400 and a malformed message look exactly like a timeout at the moment they fail. Classifying failures before retrying them, and what goes wrong when the classification is wrong.
Week 7 · 19 April 2027

Watching a breaker trip
A dependency down for minutes, and a breaker that refuses calls outright rather than letting every request find out for itself.
Week 8 · 26 April 2027

Retrying into an empty room
The work finishes; the person who asked closed the tab ninety seconds ago.
Week 9 · 3 May 2027

Reading past the dashboard
A dependency degrades for six weeks, retries absorb every failure, and the success-rate dashboard never moves.
Week 10 · 10 May 2027

Finding the point of no return
Some steps cannot be retried at all, which makes the decision an ordering problem instead.
Week 11 · 17 May 2027

Arguing the case
A retry policy that cites every mechanism from the last eleven weeks, the incident it produced, and a position you have to defend.
Week 12 · 24 May 2027