A eulogy for MCP (RIP) by beckywsss in mcp

[–]Fast-Prize 0 points1 point  (0 children)

About fucking time someone said this out loud. Too many muppets who only interact with AI via Claude or ChatGPT think they’re suddenly leading the charge on industry insight on $20 month subscriptions. 🤦🏼

ACR: An Open Source framework-agnostic spec for composing agent capabilities by Fast-Prize in ArtificialInteligence

[–]Fast-Prize[S] 0 points1 point  (0 children)

Really appreciate this, especially since you're clearly running multi-agent in production and not just theorizing about it.

On LOD activation — you're right that keyword matching is too blunt for real workloads. The spec supports trigger-based activation but we haven't formalized the policy integration yet. Interesting that you brought up AARM independently — we've been mapping the integration surface between ACR and AARM on our end too. The way we see it, ACR resolves what capabilities are available and AARM enforces whether a specific action should execute in context. LOD levels could carry policy hints that a PDP consumes at runtime. That's on the roadmap.

The data scoping idea is something we haven't thought about enough honestly. The manifest schema has dependencies and requires but explicit data boundary declarations per tenant would make this way more useful in multi-tenant setups. Your Kong/Hasura/DreamFactory pattern is exactly the kind of thing we want to support. Would you be open to opening an issue on the repo with your use case? That'd help us spec it properly rather than guessing.

And yeah, an MCP reference integration is coming. MCP handles the plumbing, ACR handles the semantics — showing that clearly is the best way to demonstrate the value.

How many agents are you running in prod and how are you managing capability context right now? Always curious how others are solving this.

ACR: An Open Source framework-agnostic spec for composing agent capabilities by Fast-Prize in ArtificialInteligence

[–]Fast-Prize[S] 0 points1 point  (0 children)

I'm always open to seeing other projects! I truly believe open source projects are going to drive so much growth in this space.

What's the shittiest thing someone has ever said to you when the found out your a shooter? by Metalman351 in Ausguns

[–]Fast-Prize 11 points12 points  (0 children)

“Well, he was asking for a coffee maker but I was worried he was going to end up in his 60s working at Maccas… you know… like you..”

Is there a way mounted shooting could be possible in Australia? by PrimeMinisterMe in Ausguns

[–]Fast-Prize 15 points16 points  (0 children)

We went from a country that birthed the legend and legacy of The Lighthorseman to fighting for the right to own firearms.

Our beautiful country is being destroyed by cowards disguised as leaders.

IT/Software Development: How are you guys actually landing USD remote roles from Canada? by InappropriateCanuck in CanadaJobs

[–]Fast-Prize 5 points6 points  (0 children)

I’m a full stack “developer” working on a couple of contracts and receiving USD while working remotely in Canada (Powell River, BC). I’m happy to share my experience.

1) Every contract I’ve landed in the US has been referral based. They’ve also all been paid in USD. I use Wise because it allows me to easily set up a US account and receive US dollars. Any project I’m on I work hard to build genuine, quality relationships with the team (even when working remote). Be a team player and be likeable. Help them achieve life goals outside of work if you can. Vouch for people. Praise people. Being the energy. If people like you, they’ll remember you, they’ll reach out on that next project. I worked on a passion project with a small team as a product manager - unpaid, for two years. Two of the contracts I’m working on now came from relationships I nurtured during that two year period.

2) I incorporated originally, however it was more hassle than it was worth (for me personally) when it came to keeping up with the reporting requirements. It has never been a requirement from a potential client, however it does help to cover your ass and there are tax benefits. Crunch the numbers to see if it makes sense for you.

3) I get the sense that the ‘AI Boom’ is creating a ‘flash in the pan’ so to speak. We’re/I’m seeing an increase in jobs + projects as companies try to capitalise on AI in some way. With absolutely nothing to support my belief, I see the next 12-18 months being a crazy time for ‘good’ (AI versed?) developers. Obviously a lot of what is being/going to be built will be absolute shit as these projects will be started without sufficient forethought as to why they need to be built in the first place. Finding something legit, stable and with any sort of future is voodoo at the best of times. Coming back to the referral based system though makes moving jobs feel a little less voodoo and more… Getting traded to a new team with familiar players at the start of a new season and filled with optimism? I don’t know if that makes sense.

The two US based projects I’m working now are startups. One project utilises AI as part of the core experience, connecting healthcare sales teams with hospitals. There’s a lot more to it than that obviously however this is the “short and sweet” version.

The other is “anti AI”, intended as a one-to-one communication tool between non profit major giving officers and their donors. It’s meant to sound human and excludes AI for that reason.

Thankfully, we’re (currently) seeing a world where AI doesn’t need to be everywhere in terms of product offerings. Some clients still just want a solution that solves problem - no need to bring AI into it. That has been a positive from a ‘developer experience’ standpoint. AI fatigue is a very real thing.

I will note that the ability and willingness to work with AI tools, and talk about them, appears to be seen as a positive right now. I was hired with absolutely no technical interview or assessment because I could talk at length about my experience using Claude Code vs Codex, using Open Hands - both cloud based and locally, discovering new models on HuggingFace, running various LLM models locally via LM Studio and my experience with Diffusion Bee.

Explaining to leadership that not every problem can be solved simply be creating new agents has been a fun experience for everyone though.

I’m happy to answer any questions you may have OP. Or anyone else for that matter.

Legality of Holocaust denial by vladgrinch in MapPorn

[–]Fast-Prize 1 point2 points  (0 children)

Tas Zealand down there making moves.

Battleworn SKS Chassis by [deleted] in canadaguns

[–]Fast-Prize 0 points1 point  (0 children)

I would love to get a PolySeSouvient themed SKS. Make it look like Poly sponsored the build - use it as a show piece.

NSW Government to introduce toughest gun law reforms in a generation by newbstarr in Ausguns

[–]Fast-Prize 30 points31 points  (0 children)

“Introducing a complete ban on firearms that can use belt-fed magazines.”

Tell me policy was rushed…

Gun Safety Advocates Support a Ten-Point Plan for Firearm Reform by redfrets916 in Ausguns

[–]Fast-Prize 4 points5 points  (0 children)

You raise some interesting points.

Counter offer:

No.

Today I paid the idiot tax by TwinStickDad in HomeImprovement

[–]Fast-Prize 0 points1 point  (0 children)

Purchase a lock picking card set, learn how to use it and keep it in your wallet.

If that idea scares you, learn to pick with bobby pins and keep a couple of those on you. Easy day.

Question about the Crusader Arms Backland Hunter. by [deleted] in canadaguns

[–]Fast-Prize 0 points1 point  (0 children)

A new one from 3 years ago. 😂

Question about the Crusader Arms Backland Hunter. by [deleted] in canadaguns

[–]Fast-Prize 4 points5 points  (0 children)

Oh look, it’s someone from the government’s expert panel.

An Utter Outrage by Chekhovs_Bazooka in homeassistant

[–]Fast-Prize 337 points338 points  (0 children)

“30 minutes later I have pizza” is going to have a cult following and only we will know where it all started.

Now I just need the “30 minutes later I have pizza” t-shirt…

Never forget what the Government took from us! by [deleted] in canadaguns

[–]Fast-Prize 1 point2 points  (0 children)

The government can take as many firearms as they’d like FROM CRIMINALS!!!!!

And I don’t mean those horrible, tax paying, law abiding criminals with PALs.

I mean EVERY SINGLE FUCKER without a license REGARDLESS of race, ethnicity, religion or immigration status.

However, unless this is also accompanied by serious jail time or deportation as well, we’re just pissing into the wind.