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Moozonian News
news.ycombinator.com• Apr 27, 2026• 1 min read
Ask HN: Enterprise Agent Orchestration Recommendations?I've been made tech lead for our internal Agentic Platform and Experience. This effort will support both the developers and business teams. It would be nice to have cohesion, but it is not a requirement.The core bounds are:1. We are largely Google Cloud based, Vertex Ai is solid2. Some freedom in tool choice (claude, gemini, codex, opencode, ADK, and their Desktop equivalents)3. Compliance and auditing, hence "enterprise"4. Human in the loop and agent customization (prompts, skills, harness, sandbox, DAGs)5. The platform and agents should run in the cloud, not on local machines. GKE (Kubernetes) + OCI makes a lot of sense here.Initial research has the following leading the packA. Vertex Ai, hard to beat GCP's ability to serve models and the various tools can be configured to use Vertex Ai instead of the "oem" APIs.B. Scion[1] as the Agent Orchestration framework for developers. Handles the various CLIs, custom harness images, lots of customization points. It's still early, but looks ve
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Moozonian News
alit.dev• Apr 27, 2026• 1 min read
Show HN: Alit – AI-generated PBR maps with real-time relightingAlit lets you describe a scene and instantly get AI-generated PBR (physically based rendering) maps — diffuse, normal, roughness — that you can relight interactively in the browser.You can upload your own texture grids, publish scenes, and explore a public gallery of community creations. No 3D software needed.Would love feedback from the HN community, especially from game devs, 3D artists, and anyone working with real-time rendering.
Moozonian News
news.ycombinator.com• Apr 27, 2026• 1 min read
The reputation system we designed for AI agents (NOT BLOCKCHAIN)When we built Pilot Protocol we needed a way for agents to decide whether to accept work from a stranger. The answer everyone reaches for is blockchain. We didn't.Not philosophy. Practicality. A task on our network can complete in 5 seconds. Block confirmation, even on a fast L2, takes 2-12 seconds. We can't have the bookkeeping cost more time than the work. Also: gas fees, wallets, seed phrases. Every agent would need one. No thanks.So we built the Polo Score. It measures one thing: have you actually completed work, and how fast? The formula:reward = round(1 + log2(1 + cpu_minutes)) * efficiencyThe log curve is there to prevent duration gaming. An 8-hour task earns roughly 5x what a 1-minute task earns, not 480x. Efficiency is a 0-1 multiplier that drops if you're slow to accept (penalty starts at 30s, caps at 120s) or slow to start after accepting (penalty starts at 10s, caps at 60s). Worst case you earn 65% of base. We don't destroy agents having a bad day, we just compound the diff
Moozonian News
bing.com• Apr 27, 2026• 1 min read
Ultra-Processed Food Could Be Hurting Your Attention SpanConvenience foods with long ingredient lists might make it harder to focus — and raise risk factors for dementia, a new study suggests. In a new study, people who ate more ultra-processed food had ...