📊 Full opportunity report: Disk Is the Contract: Inside Threlmark’s Local-First Architecture on ThorstenMeyerAI.com — validation score, market gap, and execution plan.

TL;DR

Threlmark’s architecture centers on using on-disk JSON files as the definitive data source, enabling a portable, restartable, and interoperable project management system. This approach challenges traditional server-based models and emphasizes local control.

Threlmark’s core architectural innovation is its reliance on local disk storage as the contract for all project data, eliminating the need for a server or cloud database. The system uses a Next.js app layered on plain JSON files stored on the user’s disk, making the data portable, restartable, and accessible without lock-in. This approach fundamentally shifts how project management tools can operate, emphasizing local control and interoperability.

Threlmark’s design centers on the principle that the disk is the authoritative source of all project data. Its directory structure includes a manifest file (threlmark.json), dependency graphs (links.json), and project-specific folders containing metadata, lane configurations, and individual cards stored as separate JSON files under items/. Shared cards are stored in a top-level directory, while archived projects are moved to an archive directory. This file-based approach ensures that every artifact is inspectable, portable, and compatible with any tool that can read and write JSON.

The system eschews traditional databases, instead adopting two key patterns to ensure safety: atomic file writes via temporary files and rename operations, and read-merge-write updates that preserve data integrity and forward compatibility. The self-healing nature of the lane ordering, which reconciles the actual set of items with the project’s view on each read, prevents inconsistencies and race conditions, enabling external tools to modify project data without conflicts.

Disk is the contract: inside Threlmark’s architecture — ThorstenMeyerAI.com
ThorstenMeyerAI.com
Threlmark · Technical Deep-Dive
Threlmark · architecture

Disk is the contract: inside a local-first roadmap hub

A Next.js app on top of plain JSON files — no database, no cloud, no accounts. The key decision: the on-disk layout IS the API. Everything else cascades from taking that seriously.

Next.js · TypeScript · JSON-on-disk · MIT · part 2 of the Threlmark series
01The core decision

There is no server-of-record — the files are the record

The UI and any external tool reach the same files through the same discipline. The data root defaults to ~/.threlmark — home-based, because it’s a shared hub every one of your apps points at.

~/.threlmark/ ├─ threlmark.json # manifest ├─ links.json # dependency graph ├─ projects// │ ├─ project.json # meta + wipLimits │ ├─ board.json # lane ordering │ ├─ items/.json # ONE card per file ← source of truth │ ├─ suggestions/ # the Inbox (drop-zone) │ ├─ handoffs/ # recorded agent handoffs │ ├─ reports/ # agent report drop-zone │ └─ ROADMAP.md # human-readable mirror ├─ shared/items/ # cards many projects ref └─ archive/ # archived, still readable

Inspectable

Every artifact is a file you can cat, diff, grep, commit.

Portable · no lock-in

Back up with cp, sync with Dropbox / git, migrate trivially.

Interoperable

Any tool in any language joins by reading / writing files.

Restartable

No in-memory state to lose — stateless over the files.

02Making files safe
Amazon

JSON file-based project management software

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Two disciplined patterns instead of a database

“Just use files” is easy to get wrong. These two patterns — ported from a battle-tested sibling app — are what make file-based state sound rather than reckless.

Pattern 1

Atomic writes

Write to a temp file in the same dir, then rename() over the target. Rename is atomic on one filesystem — a crash mid-write leaves the complete old file or the complete new one, never a half.

write .tmp-pid-rand fsync rename() over target
Pattern 2 · one file per item

The board heals itself

A single roadmap.json array races when two tools write at once. One file per card makes writes collision-free. Lane order lives in board.json and reconciles on read.

The payoff: an external tool never touches board.json. It writes an item file — the board fixes itself on Threlmark’s next read. Unknown keys are preserved, so the contract is forward-compatible.
03Derived, never stored
Local Data Storage in Kotlin: Managing Databases in Android Environments (The Android Developer's Playbook)

Local Data Storage in Kotlin: Managing Databases in Android Environments (The Android Developer's Playbook)

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The numbers can’t drift from the files

Anything computable from item state is computed — so the displayed numbers can never disagree with the underlying JSON. Priority is the clearest example: it’s calculated on read, never persisted.

priority — computed on read

Impact weighted heaviest; effort the only axis that subtracts. Reused verbatim from the original tool, so imported cards rank identically.

priority = max(0, round(impact·3 + evidence·2 + fit·2effort·1.5))
a 5 / 5 / 5 / 4 card 29
work-item age
now − lane-entry time. Past threshold (dev 7d, ranked 21d, idea 60d) → stale.
cycle time
first DevelopmentDone. Derived from append-only transitions[].
throughput
items reaching Done per ISO week, 8-week window.
WIP
count per lane; over the cap shows 3 / 2 in red.
04The closed agent loop · press play
Amazon

disk-based JSON file editors

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A handoff is a first-class flow event

The genuinely 2026-shaped part: most building is done by AI agents, so Threlmark closes the loop. Watch a card go from ranked to Done without anyone dragging it.

Handoff → report → self-move

The brief carries a reporting protocol. The agent reports through REST or the filesystem — and a done report moves the card itself.

Ranked
Add price-drop alertsscore 31 · ready
Development
Handed off 🤖
Done
▶ preferred — REST
POST /api/projects/:id/
items/:itemId/report

Direct call. Applied immediately.

▶ fallback — filesystem
drop reports/.json
→ ingested on read

Robust even if the server’s down at finish time.

🤖 claude done: price-drop alerts shipped · typecheck + lint + build passed — card moved to Done
05Portfolio score & deployment
USB 2.0 High Speed Laptop USB to USB PC Data File Transfer Cable Link Direct Copy Between 2 Computers for XP,Vista,Windows7,8 (32/64 bit),win10

High Speed: This is high-speed USB 2.0 chip,the actual test speed is about 480Mb/s (the actual speed also…

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A small formula, and an honest hosting caveat

Because items are globally addressable (/), the Portfolio ranks everything together by a status-weighted score — finishing beats starting, blockers get a boost.

Portfolio ranking — status-weighted

In-flight work floats to the top; bottlenecks cost the most, so blockers get nudged up.

score = priority · statusWeight (+ 0.1 · blockedCount · priority)
1.3
development
1.0
ranked
0.85
idea
0.15
done
Path 1

Static read-only demo

Seeded data, writes to localStorage. Try-before-you-clone.

Path 2

Personal Node instance

Password-gated, persistent backed-up THRELMARK_DATA_DIR.

Path 3

Multi-tenant SaaS

Add accounts + per-tenant isolation. A separate build.

The elegant part: the store interface src/lib/*/store.ts is the natural seam — the same boundary that keeps the local tool simple is the one you’d extend for multi-tenancy. The architecture doesn’t fight that future; it just doesn’t pay for it until you need it.
ThorstenMeyerAI.com
Threlmark · open source (MIT) · github.com/MeyerThorsten/threlmark · part 2 of a series · file layout, formula, weights & agent-loop channels are Threlmark’s actual mechanics.

Why Local-First Design Changes Project Management

This architecture offers significant advantages for users seeking control over their data, as it removes reliance on external servers and cloud services. It enhances portability, allowing projects to be backed up, migrated, or integrated with other tools easily. The safety mechanisms reduce the risk of corruption during concurrent edits, and the open format encourages interoperability, fostering a more flexible ecosystem for project management and AI integration. Overall, this approach challenges the prevailing cloud-centric models, emphasizing local ownership and resilience.

The Evolution of Project Data Storage and Threlmark’s Approach

Traditional project management tools often depend on centralized servers or cloud databases, which can limit control and portability. Threlmark’s approach builds on the idea of local-first design, previously explored in other tools, but distinguishes itself through its strict file-based system and the principle that the disk is the contract. This design decision aligns with trends toward user sovereignty over data and interoperability, and it responds to limitations of conventional cloud-dependent systems that can introduce latency, lock-in, and data sovereignty issues.

Thorsten Meyer’s detailed explanation highlights that the key innovation is the use of one JSON file per item, with a self-healing lane structure, enabling external tools to participate seamlessly. This design also facilitates AI integration, as the AI can directly read and modify project files without needing a separate API or database layer.

“The on-disk layout is the API. That one choice cascades into everything else—how concurrency is handled, why there’s one file per card, and how external tools can participate without permission.”

— Thorsten Meyer

Unanswered Questions About Threlmark’s Scalability and Adoption

While the architecture is well-defined, it remains unclear how well Threlmark performs with very large projects or in collaborative environments involving multiple users simultaneously. It is also not yet confirmed how external tools and AI agents will be adopted at scale, or how the system will handle complex conflict scenarios beyond the current self-healing lane logic. Further testing and community feedback are needed to evaluate these aspects.

Next Steps for Threlmark’s Development and Community Engagement

Thorsten Meyer plans to release more detailed documentation and developer tools to facilitate external integrations. Future updates may include enhancements to concurrency handling, user collaboration features, and broader AI support. Community testing and feedback will be crucial to refine the system’s scalability and usability, with the goal of establishing a robust, open ecosystem around this local-first approach.

Key Questions

How does Threlmark ensure data safety without a database?

It uses atomic file writes via temporary files and renaming, along with read-merge-write updates that preserve data integrity even during concurrent modifications.

Can external tools modify Threlmark data?

Yes, since all data is stored in plain JSON files, any tool capable of reading and writing JSON can participate, enabling interoperability and external integrations.

What are the advantages of a local-first architecture?

It offers greater control over data, simplifies backup and migration, reduces dependency on external servers, and enhances resilience against outages or lock-in.

Is Threlmark suitable for large or collaborative projects?

While the architecture supports safety and portability, its performance and conflict resolution in large-scale or multi-user environments are still being evaluated.

Source: ThorstenMeyerAI.com

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