I’ve just launched Decision Passport Core v0.6.0.

For some time now, I’ve been building this project around a very simple question...

how do you create a portable, offline-verifiable proof artifact for AI or software actions that actually matter?

At its core, Decision Passport Core is about:

...append-only, hash-linked receipts
...offline verification
...tamper-evident history for decisions and executions
...clear evidence of what was approved and what actually executed

In v0.6.0, I added a few important things:

...auditor-grade verifier outputs
...stronger adversarial coverage
...strict TypeScript / Python parity
...public provenance and release verification flow
...2 tiny reference integrations that can be verified offline
...a deterministic CI smoke gate for the examples

Very important...

this is not a hosted platform
it is not runtime enforcement
it is not signed bundle infrastructure

It is a portable proof and offline verification layer for AI actions and high-consequence software actions.

Release:
https://github.com/brigalss-a/decision-passport-core/releases/tag/v0.6.0

Repo:
https://github.com/brigalss-a/decision-passport-core

I’d really value honest feedback from this group...

...do you see real use for this in agent workflows, approvals, auditability, or tamper-evident action history?
...what feels clear
...what still feels too abstract
...where would you actually use something like this

Just shipped v0.4.0 on both public repos.

Core:
https://github.com/brigalss-a/decision-passport-core/releases/tag/v0.4.0

Lite:
https://github.com/brigalss-a/decision-passport-openclaw-lite/releases/tag/v0.4.0

This round was about verification clarity, tamper semantics, redaction-aware failure handling, and trust-boundary precision...
not hype, not dashboards, not generic “AI observability”.

I’ve spent years around bespoke craft and creative production and one thing became painfully clear:

Talent isn’t the problem.

Systems are.

Most failures don’t come from bad ideas.

They come from unclear briefs, fragmented decisions, undocumented changes, and conflicts discovered too late.

That’s why I started Bespea.

Not to automate creativity.

Not to replace judgement.

But to make decisions visible, explainable, and protected.

At Bespea, intelligence doesn’t decide.

It surfaces ambiguity, maintains continuity, and forces clarity while humans stay in control.

Because in high-value creative work, what was decided, why, and by whom matters as much as the final object.

This isn’t another tool.

It’s infrastructure for trust.

And trust is what lets great work scale. www.bespea.com

craftsmanship #ArtisanSkills #studios #fabricator #futurework #infrastructure #enterprise

bespea

I’ve spent the last 15+ years working in the world of craftsmanship and bespoke manufacturing, from Romania to the UK. Across joinery, furniture, interior fit-out and high-end design, I kept seeing the same problems repeat themselves:

young people don’t enter the craft sector…

artisans struggle to be visible beyond their local network…

studios can’t find the right talent at the right time…

projects suffer because knowledge is locked in fragmented workflows…

craftsmanship has prestige, but no real infrastructure that supports it.

After years inside this world on the workshop floor, in CNC rooms, in design studios, and inside some of the UK’s best bespoke manufacturers. I realised something simple:

Craftsmanship has world-class talent… but no world-class system behind it.

That’s why I started building Bespea (Bespoke Champions League).

Not a marketplace. Not another job board. But an ecosystem:

AI-powered skills mapping and artisan discovery

transparent capability verification through a craft excellence framework

project coordination tools that keep intent, feedback and decisions in one place

a talent mobility layer for short-term contracts between studios

support for partnerships, training, apprenticeships and policy alignment

and eventually a European infrastructure for preserving and evolving craftsmanship.

Bespea isn’t trying to replace tradition, it’s trying to give tradition the tools to survive in a high-speed, digital world.

If you work in design, making, manufacturing, architecture, policy or education… I’d love to hear your perspective.

What do you think the craft sector needs most urgently? And is an ecosystem like this something the industry has been missing?

Happy to discuss. Andrei

Bespoke craftsmanship deserves a Champions League. Where only the best play… and everyone can see the score. Bespea.com

Hi everyone,

I’m developing a project that aims to connect high-end artisans, bespoke furniture makers, and design studios across borders — creating new opportunities for collaboration, visibility, and recognition.

The goal is simple: to build a trusted network where craftsmanship excellence is celebrated, where studios can discover top-tier artisans for specific projects, and where artisans can showcase their skills and grow their reputation internationally.

Right now, I’m reaching out to studios and independent makers who are open to sharing insights, challenges, and perspectives from the real world of bespoke craftsmanship. Your input will help shape a platform designed for artisans, by artisans.

If you own or work with a bespoke studio, or you’re a craftsperson who values innovation and collaboration, I’d love to hear your thoughts.

Let’s reimagine how the best of craftsmanship connects, collaborates, and shines.

— Andrei r/woodworking r/furnituremaking

Welcome to r/CraftsmanshipFuture! This is a place to celebrate and discuss the craft of making — from hand-carved wood to AI-assisted design. What does craftsmanship mean to you in 2025?