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Note-taking method

Best Progressive Summarization for Software Engineers

Layer summaries on top of captured content as you revisit it. For software engineers, the working week is losing context between code reviews, incident postmortems, and technical research. The rest of this page is the method, cut for that week.

By tentus team · Updated 2026-09-20

What Progressive Summarization actually asks of you

You don't summarize everything once; you summarize a little more each time you return to a source.

First pass: highlight. Second pass: bold the highlights. Third: a short summary at the top. Most sources never earn the second pass — that is the method working, not failing.

How software engineers put it to work

  1. 1

    Decisions at review time, not after

    The architecture decision is captured when the review happens — the alternatives rejected, the constraint that decided it — while the reasoning is still in the room. ADRs written from memory a month later are fiction.

  2. 2

    Postmortem seeds during the incident

    Notes start while the incident is live: what was tried, what the dashboards said, what the timeline was. Linked to past incidents, they turn "didn't this happen before?" from folklore into retrieval.

  3. 3

    Research trails that survive the tab

    RFC reading and bug hunts leave a linked trail — the Stack Overflow answer, the commit that explained the behavior, the doc that contradicted it. Next time the same error appears, the trail is one search away.

The capture habit, the linking, and the retrieval are the parts tentus automates — progressive summarization without the daily upkeep.

Try it with tentus

tentus makes Progressive Summarization practical for software engineers. Capture, link, and retrieve without the busywork.

Other methods worth trying

Progressive Summarization for other roles