ALL LESSONSWEEK 39SATURDAY

SHIP · WASM + BROWSER SQLITE

Build a tiny cross-boundary function

WebAssembly as a boundary30–60 MINUTESCORE + PRACTICAL
01

GROUND

Problem

What becomes confusing, fragile, or impossible without understanding build a tiny cross-boundary function? This lesson answers that through explanation, a worked example, two runnable exercises, and a reference solution. No teacher-supplied worksheet is required.

WebAssembly brought a portable low-level compilation target to the browser; SQLite brought a mature relational engine into one embedded file.
02

LEARN

Concept explanation

Build a tiny cross-boundary function belongs to “WebAssembly as a boundary”. build a tiny cross-boundary function ships as one thin, inspectable slice of a JS/WASM boundary benchmark.

For build a tiny cross-boundary function, trace concrete input, state transition, output, and failure through an explicit low-level or relational boundary where memory, crossings, schemas, queries, and persistence costs can be measured.

JavaScript calls into a WASM module whose linear memory and host imports form an explicit boundary. SQLite executes queries over pages, indexes, and a planner. Apply that model to supplied normal, boundary, and failure cases; each case below names its input and expected evidence.

Observable

Evidence produced by the build a tiny cross-boundary function experiment: output, state, trace, bytes, timing, or diagnostics.

Invariant

Condition that must remain true while inputs or implementation of build a tiny cross-boundary function change.

Boundary

Point where build a tiny cross-boundary function crosses ownership, representation, time, process, network, or trust.

Example bank

Compare normal, boundary, failure, and cross-layer cases. Predict each observation before revealing the explanation.

Baseline · one variable

SETUPAdd build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.

OBSERVEFresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.

WHY IT MATTERSThis isolates the normal contract of build a tiny cross-boundary function; preserve its raw evidence as the control for every later comparison.

Boundary · same contract, harder input

SETUPDocument and test shipped slice under: Compare one million calls versus one batched call.

OBSERVERecord what remains invariant and the first representation, owner, size, or timing value that changes in WASM debugger · SQLite CLI · EXPLAIN QUERY PLAN · OPFS.

WHY IT MATTERSA boundary example is useful only when one named dimension changes and everything else stays comparable.

Failure · evidence before repair

SETUPAdd recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.

OBSERVECapture the first divergence from the baseline, including exact input, diagnostic, state, and recovery result. Expected recovery: Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.

WHY IT MATTERSThe diagnostic is part of the interface. Repair the proven cause, not the most visible symptom.

Cross-layer · follow ownership

SETUPTrace build a tiny cross-boundary function one layer below its usual abstraction through an explicit low-level or relational boundary where memory, crossings, schemas, queries, and persistence costs can be measured.

OBSERVEInspect module exports, memory, JS/WASM crossings, schemas, indexes, transactions, query plans, OPFS files, and recovery.

WHY IT MATTERSThe lower layer is earned when it explains evidence the current layer cannot. Otherwise keep build a tiny cross-boundary function at the simpler boundary.

03

SEE

Worked example

Start from supplied lab.sql. Focus: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.

  1. Run: sqlite3 :memory: < lab.sql
  2. Save baseline evidence. Inspect module exports, memory, JS/WASM crossings, schemas, indexes, transactions, query plans, OPFS files, and recovery.
  3. Boundary case: Document and test shipped slice under: Compare one million calls versus one batched call.
  4. Failure case: Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.
RESULT
Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead. Starter-level baseline: Query plan reports use of observations_topic; final query prints baseline.
04

START HERE

Starter material

PREREQUISITESsqlite3 CLI for SQL labs. Verify with sqlite3 --version. WASM labs additionally need Node.js 22+ and a browser.

ONE-TIME SETUPmkdir reforging-data && cd reforging-data

Create lab.sql, paste this exact content, then run the command below.

CREATE TABLE observations (id INTEGER PRIMARY KEY, topic TEXT NOT NULL, result TEXT NOT NULL);
INSERT INTO observations(topic, result) VALUES ("build a tiny cross-boundary function", 'baseline');
CREATE INDEX observations_topic ON observations(topic);
EXPLAIN QUERY PLAN SELECT result FROM observations WHERE topic = "build a tiny cross-boundary function";
SELECT result FROM observations WHERE topic = "build a tiny cross-boundary function";
RUNsqlite3 :memory: < lab.sql

STOP / CLEANUPIn-memory SQLite exits after script. Stop any local web server with Ctrl+C.

05

DO WITH GUIDANCE

Guided exercise

Ship one vertical slice: build a tiny cross-boundary function

  1. Normal case: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.
  2. Write predicted evidence from this named case before running starter.
  3. Advance weekly deliverable with one runnable, documented, inspectable slice.
  4. Run exact normal case. Save commands, inputs, outputs, and diagnostics in notebook.
  5. Explain changed evidence using lesson mental model in no more than five sentences.
Concrete guided solution
  1. Copy the supplied lab.sql unchanged and run: sqlite3 :memory: < lab.sql
  2. Write this prediction before inspecting output: Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
  3. Perform only the named normal case: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.
  4. Save the raw output, then annotate input → transition → evidence. Use WASM debugger · SQLite CLI · EXPLAIN QUERY PLAN · OPFS to confirm the transition rather than inferring it.
  5. Compare prediction with evidence; if they differ, keep both and write the rule that explains the difference. Reference baseline: Query plan reports use of observations_topic; final query prints baseline.
06

DO ALONE

Independent exercise

Make it recoverable: build a tiny cross-boundary function

  1. Create second case from blank file: Document and test shipped slice under: Compare one million calls versus one batched call.
  2. Then create controlled failure: Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.
  3. Use WASM debugger · SQLite CLI · EXPLAIN QUERY PLAN · OPFS to prove behavior, then repair controlled failure.
  4. Compare result against supplied acceptance checks and reference approach before marking complete.
Concrete independent solution
  1. Duplicate the starter into a clean comparison case; change only this boundary: Document and test shipped slice under: Compare one million calls versus one batched call.
  2. Save its evidence beside the baseline and identify the first changed value. Inspect module exports, memory, JS/WASM crossings, schemas, indexes, transactions, query plans, OPFS files, and recovery.
  3. Create the exact controlled failure: Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.
  4. Define one user-visible outcome for build a tiny cross-boundary function inside a JS/WASM boundary benchmark.
  5. Implement thinnest path from input to observable output using baseline: Call tiny exported arithmetic function and inspect module exports/memory.
  6. Document setup and exact run command; verify from blank directory.
  7. Add boundary fixture and regression fixture: Compare one million calls versus one batched call. / Read beyond agreed memory region and validate bounds in host wrapper.
  8. Ship only when another person can reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
  9. Rerun baseline, boundary, and repaired failure together. Accept only if all reproduce: Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
07

COMPARE

Expected result

  • Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
  • Query plan reports use of observations_topic; final query prints baseline.
  • Controlled build a tiny cross-boundary function failure produces captured evidence; repair restores stated invariant without hiding error.
08

PROVE

Acceptance checks

Lesson is complete only when every check is true. Each check is stored locally and travels with your JSON backup.

0/5 complete · saved on this device

09

UNSTICK

Hints

Reveal hints
  1. Start with supplied normal case exactly as written: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.
  2. For boundary case, change only named dimension: Document and test shipped slice under: Compare one million calls versus one batched call.
  3. If result is confusing, diff raw inputs and evidence before editing implementation.
  4. If tool shows nothing useful, move observation one boundary lower: representation, runtime, OS, or network.
10

VERIFY

Solution

Attempt both exercises before opening reference approach.

Reveal reference solution
  1. Run unmodified starter and preserve baseline evidence: Query plan reports use of observations_topic; final query prints baseline.
  2. Define one user-visible outcome for build a tiny cross-boundary function inside a JS/WASM boundary benchmark.
  3. Implement thinnest path from input to observable output using baseline: Call tiny exported arithmetic function and inspect module exports/memory.
  4. Document setup and exact run command; verify from blank directory.
  5. Add boundary fixture and regression fixture: Compare one million calls versus one batched call. / Read beyond agreed memory region and validate bounds in host wrapper.
  6. Ship only when another person can reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
11

PREDICT · INSPECT · BREAK · DEBUG · MEASURE

Interrogate reality

Prediction: write expected output, state transition, ordering, and failure evidence before running either exercise.

Inspection: Inspect module exports, memory growth, JS/WASM crossings, SQL query plans, indexes, OPFS files, and storage durability.

Measurement: Compare parse/compile startup, boundary calls, query latency, index cost, database size, and equivalent JavaScript.

INSPECT

Capture raw evidence before explaining.

BREAK

Change one assumption and force controlled failure.

DEBUG

Find cause with WASM debugger · SQLite CLI · EXPLAIN QUERY PLAN · OPFS before editing fix.

TOOL DRILL · keyboard only · record one retrievable command or shortcut
12

MASTERY + FRONTIER + BOUNDARY

Own the knowledge

TEACH

Explain build a tiny cross-boundary function at beginner, intermediate, and senior depth.

REBUILD

Recreate smallest useful example from blank file without notes or AI.

RETRIEVE

Schedule recall for day 1, 7, 30, and 90.

Creative frontier lab

Try first without opening the solutions. The constraints invite invention; the reference gives one concrete direction, never the only valid answer.

Constraint inversion

Re-solve build a tiny cross-boundary function by removing the most convenient abstraction. batch work across the boundary and prove whether the lower layer is actually earned.

CONSTRAINTKeep the same inputs, observable result, and failure evidence; change the means, not the contract.

ORIGINAL IDEATurn subtraction into a design tool: the missing abstraction should reveal which responsibility it used to hide.

Reveal frontier solution
  1. Freeze the contract as three fixtures: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory. / Document and test shipped slice under: Compare one million calls versus one batched call. / Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.
  2. List every convenience used by the starter; remove the highest-level one while preserving sqlite3 :memory: < lab.sql.
  3. Implement the smallest replacement using batch work across the boundary and prove whether the lower layer is actually earned.
  4. Run all fixtures and compare raw evidence. Keep the simpler version unless the removed abstraction has a demonstrated benefit.
Representation x-ray

Build an explanation artifact for build a tiny cross-boundary function: measure host crossings, memory regions, query plans, pages, transactions, and persistence files.

CONSTRAINTA peer must be able to locate the first divergence without reading implementation code.

ORIGINAL IDEATreat the explanation itself as a product: make invisible transitions visible, replayable, and diffable.

Reveal frontier solution
  1. Create one row or timestamped event for each transition in: Add build a tiny cross-boundary function to a JS/WASM boundary benchmark; demo it with: Call tiny exported arithmetic function and inspect module exports/memory.
  2. For every row record input, representation, owner, operation, output, and tool evidence from WASM debugger · SQLite CLI · EXPLAIN QUERY PLAN · OPFS.
  3. Replay Document and test shipped slice under: Compare one million calls versus one batched call.; highlight only changed rows.
  4. Replay Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.; stop at the first divergent row and attach its recovery action.
Adversarial remix

Combine the boundary and failure into a new user-visible scenario for build a tiny cross-boundary function. make a backup that can reconstruct schema and data after a deliberately interrupted migration.

CONSTRAINTDo not merely add more input. Invent a recovery interaction, alternate representation, or self-checking behavior.

ORIGINAL IDEAMake the system teach its own limits: the artifact should expose the invariant and offer a safe next action when it breaks.

Reveal frontier solution
  1. Combine these two pressures without changing them: Document and test shipped slice under: Compare one million calls versus one batched call. AND Add recovery behavior and a regression check for: Read beyond agreed memory region and validate bounds in host wrapper.
  2. Name the invariant that must survive and the user-visible evidence when it cannot: Fresh clone or blank directory can run documented slice and reproduce: Benchmark separates startup, crossing, and compute; batch reduces crossing overhead.
  3. Implement this original direction: make a backup that can reconstruct schema and data after a deliberately interrupted migration.
  4. Demonstrate baseline, combined failure, recovery, then baseline again; save the sequence as a regression fixture.

Capability frontier

Push build a tiny cross-boundary function until another layer becomes justified. Record one robust technique, one contextual trade-off, and one labeled hack or historical curiosity.

CORE · PRACTICAL · CONTEXTUAL · HACK · FRAGILE · HISTORICAL · GOLF

Boundary

A local database is not shared authority; WASM is not automatically faster and adds delivery and debugging cost.

If this vanished tomorrow…

Use JavaScript data structures, IndexedDB, flat files, server queries, or a smaller purpose-built parser.

Why next layer is earned

Graphics and media APIs are earned when documents and ordinary DOM rendering cannot express pixels, audio, or streams.