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Development · By Edwardvaneechoud

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1

Maps Flowfile's core, worker, frontend, kernel, scheduler and shared services and the design contracts between them, for onboarding and cross-service debugging.

Edwardvaneechoud/Flowfile385—~9.9kAutomated safety check: PassMITtoday
2

Recreates every Flowfile development and build environment from scratch, with exact version pins and an explanation of what each Makefile target really does.

Edwardvaneechoud/Flowfile385—~7.3kAutomated safety check: NotesMITtoday
3

Explains how changes to the Flowfile monorepo are gated, versioned and released, including version sync, stub and docs drift checks, Alembic migrations and pinned dependencies.

Edwardvaneechoud/Flowfile385—~7.3kAutomated safety check: PassMITtoday
4

Runbook for closing gaps between a Flowfile visual flow's results and its exported Polars or FlowFrame Python code, measured by tests rather than by eye.

Edwardvaneechoud/Flowfile385—~7.5kAutomated safety check: PassMITtoday
5

Catalog of Flowfile's environment variables and runtime flags: what each does, where the code reads it, its default, and where the docs disagree with the code.

Edwardvaneechoud/Flowfile385—~12kAutomated safety check: NotesMITtoday
6

Symptom-to-cause triage playbook for Flowfile (core/worker/kernel/frontend/AI) — covers "no such table" DB cascades (two distinct causes), import-time Alembic migration corruption, silent…

Edwardvaneechoud/Flowfile385—~6.3kAutomated safety check: PassMITtoday
7

How the Flowfile docs site (MkDocs + Material, the docs/ tree, mkdocs.yml nav) is organized, built by documentation.yml, and deployed to GitHub Pages; the repo-wide comment doctrine for code (and…

Edwardvaneechoud/Flowfile385—~5.4kAutomated safety check: PassMITtoday
8

Deep dive into flowfileframe — the Polars-LazyFrame-shaped Python API that builds an in-process flowfilecore FlowGraph as a side effect of every method call — covering the FlowFrame/Expr internals…

Edwardvaneechoud/Flowfile385—~12kAutomated safety check: PassMITtoday
9

Vue 3 renderer + Tauri 2 shell conventions for flowfilefrontend and flowfilewasm — path aliases, Pinia store map, the axios trailing-slash 307 trap, the node-settings-by-glob-convention resolution…

Edwardvaneechoud/Flowfile385—~8.5kAutomated safety check: PassMITtoday
10

End-to-end runbook for adding or modifying a Flowfile node type across all four layers (flowfilecore settings/graph/template, flowfilefrontend UI registry, flowfileframe Python API, flowfilewasm…

Edwardvaneechoud/Flowfile385—~9.3kAutomated safety check: PassMITtoday
11

The maintainer's three long-horizon research bets for Flowfile (AI-native flow building, visual↔code round-trip, decentralized execution on a centralized catalog) with the verified existing assets…

Edwardvaneechoud/Flowfile385—~6.4kAutomated safety check: PassMITtoday
12

Chronicles 25+ major incidents in Flowfile's git history (worker/kernel deadlocks and races, reverted or self-reverted branches, Electron/Tauri packaging breakage, codegen correctness bugs, CI…

Edwardvaneechoud/Flowfile385—~7.5kAutomated safety check: PassMITtoday
13

The four Karpathy behavioral principles — think before coding, simplicity first, surgical changes, goal-driven execution — adapted to Flowfile's working norms (the skill-first lookup habit, the…

Edwardvaneechoud/Flowfile385—~1.9kAutomated safety check: PassMITtoday