Ten products. All running.

★ ALL SHIPPED BY FORGE

The Lab is where Forge lives as product. Custom SaaS for clients, FOSS for the community, and internal infrastructure that keeps the whole studio running. Every product here ships under Forge methodology: 12-week sprints, production from day one.

TOTAL10 Products

LIVE4

IN DEV3

FOSS3

AVG TTL12 Weeks

ALL · 10LIVE · 4BETA · 3INTERNAL · 1FOSS · 2SORT · RECENT ↓

01 · THE PRODUCTS

All ten. Ordered by stage.

Click through for details. Live ones are public. Betas and alphas are usually invite-only. Ping if you want access.

LIVE 4/ IN DEV 3/ FOSS 3

obscura · local● CONNECTED

Hi team, review access for

NAMEon accountEMAILbefore

next ship. Card on file:CARD-4

12 REDACTIONS · WIRE CLEAN

Local-first PII redaction for ChatGPT prompts. Keeps sensitive data off the wire.

github.com/almost-a-lab/obscura↗

bidi · pipeline-02● SYNCING

● ACTIVEbidi.flow2-way · diff

Bidirectional data pipelines for teams that outgrew spreadsheets but can't yet justify a warehouse.

bidi.io↗

quotereader · invoice-agent● READY

BRIEF / CHAT

Wrapped the Lovejoy rebrand. Audit, identity, 40pp guidelines. Invoice them.

3 line items, €9,000 net + 21% VAT. NET 14. Send?

Message QuoteReader…

INVOICE / INV-047READY

Bill toLovejoy Studio

Brand audit + workshop€2,400

Logo + identity system€4,800

Brand guidelines doc (40pp)€1,800

TOTAL · NET 14€10,890.00

A chat agent that turns project briefs into invoices. Describe the work, get a clean invoice ready to send.

quotereader.io↗

aio · deploy-console● 128d UP

DEPLOY LOG

14 BUILDS/WK

LIVE TAIL

17:04:22$ aio build --target=obscura --ship

17:04:23→ resolving deps · 47 packages

17:04:26→ type-check passed · 0 errors

17:04:31→ bundle · 2.1mb gzip · 0.6s

17:04:34→ edge deploy · fra1, dub1

17:04:36✓ shipped · [email protected]

17:04:36$

9 PRODUCTS UP

p99 · 34ms

⌘K

LIVE

Internal infra

v0.9.4 · 128d UP

ImpossibleOS

The deployment backbone every AAL product ships on. How we actually ship 14 builds a week.

internal · tooling layer↗

#STATUSPRODUCTTAGDESCRIPTION

05BETA

AudiviArabic dialect voice generation engine. Native-quality TTS supporting Lebanese, Saudi, Emirati, and Egyptian.

VOICE AI

06BETA

MeridianConversational AI tourism platform. Agents that plan, book, and adapt multi-city itineraries in real-time.

AGENTIC AI

07BETA

MarqueeAffordable digital signage. 10 screens free forever, offline-first playback, universal hardware support, AI content generation.

DIGITAL SIGNAGE

08INTERNAL

ImpossibleOSThe deployment backbone every AAL product ships on. How we actually ship 14 builds a week.

INTERNAL INFRA

09FOSS

Crawl-SimAgent-native multi-bot crawler simulator. GoogleBot, GPTBot, ClaudeBot, PerplexityBot. Part of Beacon.

OPEN SOURCE

10FOSS

PointDevA focused developer scratchpad for one-off scripts and snippets. Open-source, terminal-friendly, no account required.

OPEN SOURCE

◉ FOSS · THREE PROJECTS

A third of the Lab is open source.

We ship Obscura, PointDev, and Crawl-Sim under permissive licenses because they’re infrastructure: the kind of thing the agent-native web doesn’t have yet, and shouldn’t be gated behind a SaaS. Use them. Fork them. Ship them in your own stack.

◉ FOSSObscura↗◉ FOSSPointDev↗◉ FOSSCrawl-Sim· BEACON↗

04 · WANT YOURS ON THIS PAGE?

Brief a custom build.

Every product on this page started as a brief. Two sentences on what you want to ship. Two on why the market doesn’t have it yet. We respond within 24 hours.

Drop a brief→See Forge methodology→

AVG BUILD12 weeks

OPEN SLOTS · Q3 20262 of 4