How this port is developed

Most of this port’s work is not writing code — it is diagnosis: figuring out which N64 hardware or ABI behavior a piece of unmodified game code is silently relying on, and satisfying it in the port/ layer without touching the game’s logic. A lot of that diagnosis is done with LLM coding agents, and the workflow below is what makes that productive rather than chaotic.

For the project context — the two-model split, the timeline, and an honest assessment of what did and did not work — see dev/agentic-development.md.

It is adapted from Chris Lewis’s write-up “Decompiling a Nintendo 64 Game in 84 Days” (Snowboard Kids, 2026), an AI-assisted decompilation that ran several times faster than its predecessor. That project bit-matches compiler output; this one matches runtime behavior, so the mechanics differ — but the project-structure lessons carry over directly.

1. Every investigation task gets a visible budget

An open-ended tool — for them the permuter, for us “rebuild and run the game and stare at a frame dump” — wrecks throughput when an agent will grind it indefinitely. Giving the agent a deadline it can see lets it trade tool-time against thinking and decide when to give up.

So every investigation brief states:

• a budget — “≤ N build → run → inspect cycles” or “~M minutes”; and
• the fallback on expiry: stop, revert any temporary probes, and write up what was found with an explicit confidence rating. A good write-up of a half-solved bug is a deliverable, not a failure.

The budget scales with the project’s maturity. Early bugs are cheap (one-line truncations, off-by-ones) and get a tight cap; once those are gone the survivors are structural (matrix handedness, serialization formats) and get more room.

2. A shared, append-only learnings file

Lewis’s agents recorded generalisable IDO quirks in a learnings file; later agents read it and did better. Our equivalent is porting-notes.md — the recurring N64→PC bug classes, each entry a terse index into the full dev/findings.md log. Every investigation brief links it, and every investigation ends by appending any new generalisable quirk.

The classes it currently tracks:

• pointer-width struct growth (32→64) in ROM-serialized or pun-allocated structs — the dominant class;
• 16-byte host Gfx/Vtx vs 8-byte N64 — reservation and copy sizing;
• big-endian rodata read on a little-endian host: f32 word-pairs, header offset tables, packed bitfields;
• N64 hardware idioms the software RSP does not emulate (fill-rect Z clear, LOD/detail tiles, segment-address folds);
• whole serialized formats are converted by an offline sidecar rather than patched at runtime.

3. Parallelise by file, consolidate often

Lewis ran multiple git worktrees and found the real cost was synchronisation. For parallel investigation agents the same rule applies:

• Partition tracks by the files they will touch, so patches never collide. A task that can’t be cleanly file-partitioned shouldn’t be parallelised.
• Each agent reverts its own temporary probes before reporting, leaving only committed, env-gated, capped diagnostics — and never touches another track’s uncommitted edits.
• One integrator merges each track with its write-up, then the next round starts from a clean tree. Investigation branches are not allowed to drift.

4. Spend the cheap automated pass before spending agent time

Before dispatching an investigation agent:

• confirm the build is green and the link is clean;
• run the existing env-gated probes for the area and attach their output;
• capture a baseline frame dump;
• grep the finding log for a prior instance of the same bug class;
• check the Perfect Dark port for the analogous code — same engine family.

Then hand the agent the findings, not just the problem.

5. What does not transfer from the decomp workflow

• The match-percentage loop. This port doesn’t bit-match. “Done” is: no fault, and visually correct against N64 reference footage.
• “Understanding the function is the easy part.” True when decompiling; inverted here — the hard part is identifying the implicit hardware/ABI contract the already-readable C depends on.

Investigation-brief template

TASK: <one bug, one subsystem>.
READ FIRST: docs/porting-notes.md; docs/dev/findings.md <specific Dxx entries>.
FILES YOU MAY TOUCH: <disjoint from any other in-flight work>.
KNOWN-GOOD / RULED OUT: <list — do not re-investigate>.
PRE-FLIGHT ATTACHED: <probe output, baseline capture, PD-port pointer>.
BUDGET: <N build->run cycles / ~M min>. On expiry: revert probes, write up with confidence.
CONSTRAINTS: no game-logic changes; ABI/layout/format only; #ifdef PORT; documented in the finding log.
VERIFY: <the exact tools_pc/verify.sh (or probe) invocation that proves this done — or, if runtime verification is impossible in this environment, say so and name what a human must run>.
REPORT: (a) root cause + file:line evidence  (b) fix diff, or why not
        (c) probes left in tree  (d) confidence.
        Append any generalisable quirk to docs/porting-notes.md.