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Bytes & B-Tree's

System Design Roadmap

Bytes & B-trees is a weekly newsletter for software engineers who want to understand databases from first principles — storage physics to distributed consensus. One production concept per issue, with working SQL scripts and demos in the GitHub vault.

Platform
Substack
PricingFreemiumPublishesTwice weekly
Issues23Founded4 months agoLast Issue9 days ago
Active

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Latest Issues

Issue-018: B-trees — the balanced tree on disk

Every Postgres table has at least one B-tree index — the primary key.

Every Postgres table has at least one B-tree index — the primary key. Understanding the physical layout of that tree — pages, keys, pointers, splits — explains every ind...

9 days ago
2
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Issue- 017: Row vs columnar storage — when each wins

Postgres stores your data row-by-row.

Postgres stores your data row-by-row. DuckDB, Redshift, and ClickHouse store it column-by-column. Same data, fundamentally different I/O cost for different query types. This is the single most conseque...

16 days ago
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Issue-016: TOAST — variable-length columns & the hidden storage layer

Postgres has a second table you never created.

Postgres has a second table you never created. It stores your large column values and is queried every time you read them — but it never appears in EXPLAIN. This is TOAST, and understanding it...

23 days ago
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Issue-015:-Pages, heaps & row storage anatomy

Every Postgres read and write moves exactly one 8,192-byte unit between disk and memory — regardless of how small the row you’re looking for.

Every Postgres read and write moves exactly one 8,192-byte unit between disk and memory — regardl...

a month ago
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Issue-014: Build It Yourself #1 — Part 3: Checkpointing and fast startup

Parts 1 and 2 fixed correctness and read performance.

Parts 1 and 2 fixed correctness and read performance. One problem remains: every restart scans the entire log to rebuild the index. For a 300,000-record log, that’s 600ms before the dat...

a month ago
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