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AAOE
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Implementation Reports

Why Implementation Reports Matter

Engineering knowledge shouldn't disappear the moment code gets merged. Future engineers should be able to understand:

  • what changed
  • why it changed
  • what assumptions were made
  • what remains unfinished

Implementation Reports preserve that knowledge, instead of letting it evaporate the moment everyone's attention moves to the next task.

Reports Capture Engineering Knowledge

An Implementation Report describes the engineering decisions made during implementation. Typical topics include:

  • completed scope
  • implementation approach
  • deviations
  • discovered constraints
  • unresolved issues
  • recommendations

The goal is understanding, not status reporting. "Done" is not the interesting part of the report. The interesting part is everything that led there.

Specifications vs Reality

Implementation sometimes differs from the original specification, for reasons like:

  • technical limitations
  • better architectural discoveries made along the way
  • clarified requirements
  • performance improvements

None of that is a failure of planning — it's normal. What matters is that the Implementation Report documents the difference, so the gap between what was specified and what was actually built doesn't become invisible.

Capture Decisions While They're Fresh

Write the report immediately after implementation, not weeks later. Waiting leads to:

  • forgotten trade-offs
  • missing rationale
  • undocumented discoveries
  • inaccurate history

Knowledge decays fast. The reasoning behind a decision is sharpest in your head the day you made it, and gets fuzzier every day after that — usually right up until someone actually needs it.

Reports Benefit Everyone

A good Implementation Report helps:

  • future engineers
  • Architecture Reviews
  • maintenance work
  • new team members
  • AI collaborators
  • future modernization efforts

Knowledge compounds over time — but only if it's actually written down somewhere someone can find it later.

Reports Strengthen Context

This connects directly back to GUIDE-0005 — Context Engineering. Implementation Reports become part of the engineering context available to future work. Tomorrow's Work Orders benefit from today's reports — the same way today's Work Orders benefited from yesterday's. Knowledge becomes reusable precisely because someone bothered to write it down when it was fresh.

Common Reporting Mistakes

Watch for:

  • describing commits instead of engineering
  • omitting decisions
  • hiding problems
  • documenting only success
  • writing reports months later
  • focusing only on implementation details

Each of these produces a report that technically exists but doesn't actually preserve anything useful — which quietly defeats the entire point of writing one.

Practical Exercise

Choose an existing implementation. Write a report answering:

  • What was implemented?
  • Why was it implemented this way?
  • What changed from the specification?
  • What remains unresolved?
  • What should future engineers know?

Pay attention to how much of that knowledge simply isn't visible in the source code itself — and how much of it would have been lost if nobody wrote it down.

Key Takeaways

  • Reports preserve engineering knowledge that would otherwise be lost.
  • They explain decisions, not commits.
  • Implementation differing from specification is normal — documenting the difference is what matters.
  • Context grows after implementation, not just before it.
  • Future engineering benefits directly from today's reports.

What Comes Next

Implementation Reports describe what happened during implementation. Architecture Decision Records preserve the architectural decisions that guide future engineering more broadly. That's GUIDE-0009 — Architecture Decision Records.