Specs over source. Acceptance criteria so an agent can recreate the software from intent. AI office hours in Fort Worth and around DFW.specdlc.com/office-hours D/FW MetroplexJoined March 2026
My working premise is a specification wraps acceptance criteria until the implementation is "complete." The spec goes away, and the ACs stay and are refined over time. Specs age like milk, ACs like wine.
ACs continue to be iterated on as long-lived artifacts. Gap analyses between ACs and implementations are what drive work. No gap? No work. New feature? New AC. Gap found? Either a bug or a requirements gap.
If that premise holds, then a sufficiently robust collection of ACs could be wrapped in a new specification to deliver a new working implementation with a sufficiently intelligent model and enough time/tokens.
Pop-up AI office hours, right now until 7 PM at Nativo Café y Bodega on White Settlement Rd in Fort Worth ☕
Bring a question about AI, agents, or a workflow you're stuck on. It's free, no pitch. Look for the guy with the laptop and the sign.
We open sourced a *really fast* HTML artifact builder. It's powered by libfx, making the agent durable.
Building the low-level plumbing for v0 to survive server crashes, flaky LLMs, function limits was a huge pain.
Now it's easy, free, and OSS: fx0.vercel.dev.
PS: I built this floating container in a few minutes… it's delightful, and it's just HTML!
We built a 'mini v0' on libfx to showcase its speed and durability:
• Design or prototype anything in seconds
• 200+ models from Vercel AI Gateway
• Outputs are pure HTML artifacts
• Fork it & make it your own
Try it free ↓ fx0.vercel.dev
Rather than using 5% of some big honking package like Microsoft Office or Adobe Creative Suite, you'll probably soon just ask your agent for the 5% you actually use. Bespoke software.
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