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ArcLab
Stop building tools. Start building systems.
ArcLab takes you from idea to a verified, production-ready AI product in 30 days. Ship real software that lasts and automate your backend architecture with Graph Engineering, Loop Engines, Contract Boundaries, and Runtime Gates. Lifetime access is live today for $29.
Hey Product Hunt! 👋 I’m Akshat, the solo developer behind ArcLab.
Over the past year, I watched builders spin up AI prototypes in a weekend, only to abandon them 2 weeks later.
Why? Because they got stuck in tutorial loops, built fragile tools, and lacked the architectural blueprints to actually launch.
Tools change weekly. Systems architecture is permanent.
I built ArcLab to do two things:
1. Teach builders how to actually ship: A structured 30-day curriculum and architectural roadmaps to turn ideas into hardened, launch-ready production software.
2. Engineer and automate the underlying systems: Beyond just an MVP, we provide the blueprints to build autonomous, self-operating systems:
• Graph Engineering — Persistent context & codebase memory graphs
• Loop Engineering — Autonomous execution, telemetry, & self-refinement loops
• Contract Boundaries — Deterministic state machines & schema validation
• Runtime Gates — Automated verification & production safety checks
You don’t just learn how to ship your product. You build the systems that automate, verify, and run it reliably at scale.
We’re offering lifetime access for $29 to the Product Hunt community today (Cohort 01 Founding Member).
I’ll be in the comments all day—roast the architecture, check out the blueprints, and let me know what you think! ⚡
About ArcLab on Product Hunt
“Stop building tools. Start building systems.”
ArcLab was submitted on Product Hunt and earned 0 upvotes and 1 comments, placing #29 on the daily leaderboard. ArcLab takes you from idea to a verified, production-ready AI product in 30 days. Ship real software that lasts and automate your backend architecture with Graph Engineering, Loop Engines, Contract Boundaries, and Runtime Gates. Lifetime access is live today for $29.
On the analytics side, ArcLab competes within Developer Tools, Artificial Intelligence and Tech — topics that collectively have 1.6M followers on Product Hunt. The dashboard above tracks how ArcLab performed against the three products that launched closest to it on the same day.
Who hunted ArcLab?
ArcLab was hunted by Akshat Soni. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.
For a complete overview of ArcLab including community comment highlights and product details, visit the product overview.
Akshat Soni