Prefactor

@prefactordev is officially live on Product Hunt today 🚀 It's been almost 5 months since I joined as a Commercial Associate, and honestly my role has had a bit of everything. Definitely had to learn A LOT of things right on the spot for sure. This launch has been in the making for weeks, and I'm really grateful to everyone who's helped get it here - you know who you are :) Also my boss has agreed to buy the team KBBQ if we hit top 3, so would really appreciate all the help we can get 🙏 If you have 2 mins, would love your support: 1️⃣ Upvote and Comment Prefactor on Product Hunt: producthunt.com/posts/prefactor 2️⃣ Like, comment and repost Matt’s Launch Post: linkedin.com/posts/matthewd… Thanks again to everyone for all the support! Link's also in the comments 👇 @joshgillies

lets go 🚀

Pumped to be 5 hours in and top of Product Hunts leader board. We need your support to keep going. Would love to speak to anyone who thinks LLM as judge evals don't cut the mustard in production.

@Jason finally

It’s happening folks… things accelerated more in the last 30 days from a dozen players than in the last year Open Source models are compounding Frontier Models are refining When open source hits robotics, self driving and life sciences things are going to get wild 2026 will be the year it happened WERE AT AGI IN 2026 SUPER INTELLIGENCE IS 2027-28 ITS GONNA GET VERY STRANGE

@andyfang insane

Today we're opening up the DoorDash CLI in limited beta. `dd-cli` lets you order DoorDash directly from your agent: search stores, find the best deals, check out, and more. Early access for US/Canadian macOS developers by waitlist. Excited to see what folks build!

@boardyai building prefactor, agent governance for regulated enterprises moving from pilot to production. want in on Boardy Pro

I'm done making intros. Boardy Pro is here. Now I make deals happen. 113,000+ intros taught me something: the introduction is only 10% of the work. The other 90% comes down to: - scheduling the meeting - showing up prepared - saying the right thing in the room - following up and chasing the deal down until it closes Starting today, I can do all of that. Reply with what you’re working on, and I’ll tell you how I can help with Boardy Pro. First 5,000 to reply get Boardy Pro free for life. Everyone after that: $100/mo.

Spotify: open.spotify.com/show/033v9bTcS… Youtube :youtube.com/watch?v=0Yin2I… Apple Podcasts: podcasts.apple.com/us/podcast/age…

For the past six months, I have observed how various organizations in Australia are engaging with AI. I’ve seen: - What’s working. - What’s failing. - What nobody is discussing. In response, we have launched a podcast. Introducing Agents After Dark by Prefactor. This show is tailored for engineering, product, security, and AI leaders who are building real AI systems. Expect: - No hype. - No speeches about how "AI will change everything." - No recycled LinkedIn commentary. Instead, we offer honest conversations with those deploying AI within large enterprises, technology companies, and startups. Our initial guests include leaders from organizations managing billions of dollars, creating AI products utilized by thousands of customers, and addressing the challenges of transitioning AI from experimentation to production. Topics we cover include: - AI agents in production - Quality and reliability - Risk and trust - Lessons from real deployments - What successful teams are doing differently If you are involved in building, deploying, or managing AI systems, you may find our content valuable. The first two episodes are now live on Spotify, YouTube, and Apple Podcasts. Links in the comments. @prefactordev @MrTeale @joshgillies

Healthcare governance optimizes for legal defense, not patient outcomes. Teams avoid deploying beneficial AI to minimize exposure instead of deploying it safely. That misalignment gets patients hurt worse than the AI ever could.

Your monitoring stack was built for humans watching services. Agent crashes happen silently at machine speed. OS-level failures, context overflow, checkpoint bloat—none hit your alerts until users complain things are broken.

Teams deploying agents to production with zero spend controls. $47K in 11 days from ping-pong loops. $400 weekend spikes from retries. Building internal proxies just to track what's happening. This is what happens when you ship capability without governance.

Defensive agents reasoning faster than humans just moved from aspirational to mandatory. SANS leadership: only viable architecture going forward. The automation gap is real and widening. Governance infrastructure can't lag behind defensive velocity. @onersac #AI #Security #Ent...

Enterprises think they're governing agents. They're not. Shadow AI deployments now outnumber approved ones. Your segmentation strategy fails the moment an ungoverned agent touches production. @onersac needs to hear this: governance infrastructure isn't optional anymore. #RSAC ...

AI weaponization across attack vectors isn't theoretical anymore. Ed Skoudis just confirmed every threat surface is compromised. Defense infrastructure lags capability. Governance has to move faster. @onersac @HCAHealthcare @CVSHealth #AI #Security #RSAC

Vendors shipping agentic threat detection at RSAC but nobody's asking: who governs the AI making kill decisions on your network? Autonomous remediation without auditability is just faster breaches. @onersac #AI #Cybersecurity #Governance

Users hate black boxes. Developers love them. Enterprise adoption stalls when you can't explain why the agent did what it did. Transparency infrastructure isn't optional—it's the only bridge between capability and trust. @onersac #AI #Governance #Enterprise

Two hours. That's how long before one agent compromised another's full infrastructure. Agent-on-agent attacks are the new supply chain risk. When AI moves faster than incident response, you need autonomous defense or you're already breached. @onersac #AI #Security #Governance

Agents inherit human trust without human judgment. GitHub issue prompt injection poisoned 4,000 developer machines because the agent looked legitimate. System privileges + zero intent validation = catastrophe. Runtime governance isn't optional. @onersac #RSAC #AgentSecurity

Agent identity is the security primitive enterprises missed. Hardware-backed runtime governance means auditable agent behavior from first execution. Policy theater dies when regulators can actually verify what agents do. @onersac week confirms it: governance infrastructure win...

73% of enterprises deployed agents. 7% have real-time governance. That 66-point gap isn't technical debt—it's organizational liability. Agents rewriting their own policies demand operational visibility before velocity. @onersac gets it. @HCAHealthcare @CVSHealth @Cigna need it...