hanzo.ai/lib/data/blog.json

{
  "source": "https://hanzo.blog/rss.xml",
  "posts": [
    {
      "title": "Your AI is Planning To Kill You",
      "link": "https://hanzo.blog/2026-10-16-your-ai-is-planning-to-kill-you/",
      "date": "2026-10-25",
      "description": "Why frontier models fail when real lives are on the line, and how Hanzo Kai 1.9 enforces deterministic safety.",
      "category": "kai"
    },
    {
      "title": "Kai 1: Decisions, Not Completions",
      "link": "https://hanzo.blog/2026-10-07-introducing-kai/",
      "date": "2026-10-07",
      "description": "Kai is Hanzo's decision model, served by the Hanzo API. Give it explicit state and a listed question, and it returns a typed, calibrated answer — a choice, a score, a yes/no, or a reasoned deferral.",
      "category": "Kai"
    },
    {
      "title": "What Is a Decision Model?",
      "link": "https://hanzo.blog/2026-09-30-what-is-a-decision-model/",
      "date": "2026-09-30",
      "description": "Generative models reason in unconstrained paragraphs. Decision models decide in typed, calibrated state transitions. Here is why the next frontier of AI is not generation, but decisions.",
      "category": "Decision Models"
    },
    {
      "title": "Top Pain Points for Investment Firms That Hanzo AI Solves",
      "link": "https://hanzo.blog/2026-09-21-ai-pain-points-investment-firms/",
      "date": "2026-09-21",
      "description": "Identify key operational challenges in private equity, venture capital, and asset management — and discover how Hanzo's sovereign AI cloud, frontier reasoning models, and agentic workflows streamline sourcing, diligence, and execution.",
      "category": "Enterprise AI"
    },
    {
      "title": "The router is the registry",
      "link": "https://hanzo.blog/2026-07-27-the-router-is-the-registry/",
      "date": "2026-07-27",
      "description": "Hanzo Cloud has no checked-in OpenAPI file. The live route table is the source, projected three ways, and a bijection test fails the build if any projection drifts. 1,362 operations across 963 paths, generated per process at request time.",
      "category": "architecture"
    },
    {
      "title": "Half a Million RPS on a GB10: The Network Was the Bottleneck, Not the Box",
      "link": "https://hanzo.blog/2026-07-17-half-million-rps-gb10-zip-zap/",
      "date": "2026-07-17",
      "description": "We set out to see how fast our cloud data plane could go on an NVIDIA GB10. The answer taught us more about NIC receive queues than about our own code — and it more than doubled our throughput on the same wire.",
      "category": "infrastructure"
    },
    {
      "title": "Introducing Enso — one API, routed to the best frontier intelligence",
      "link": "https://hanzo.blog/introducing-enso/",
      "date": "2026-07-17",
      "description": "Enso is Hanzo's learned router: no single frontier model leads every benchmark, so Enso routes each request to the model most likely to win it — and learns from your feedback as it goes. Microsecond routing on GPU, a transparent per-request meter, and a 1% fee that pays for itself. Here is how it works, the measured results, and the cost-transparency angle a monolith cannot offer.",
      "category": "enso"
    },
    {
      "title": "Route every prompt to the right model — and cut AI cloud costs by up to 90%",
      "link": "https://hanzo.blog/2026-07-07-hanzo-router-cut-ai-costs/",
      "date": "2026-07-07",
      "description": "Hanzo Router places each request on the cheapest model that can still serve it — reuse a local model for free, load one that fits, or fall through to cloud. Here's the idea, what it feels like in production (qualitative), and the honest cost arithmetic (quantitative) — no fabricated benchmark.",
      "category": "router"
    },
    {
      "title": "Introducing Hanzo Datastore: a post-quantum-ready OLAP engine",
      "link": "https://hanzo.blog/2026-06-26-introducing-datastore/",
      "date": "2026-06-26",
      "description": "A ClickHouse-derived columnar warehouse, rebuilt around storage/compute separation on Hanzo S3, profile-guided and link-time optimized to roughly half the memory, with gRPC stripped out and a path to leaderless post-quantum coordination.",
      "category": "datastore"
    },
    {
      "title": "Killing Raft: from ZooKeeper consensus to Lux Quasar, natively",
      "link": "https://hanzo.blog/2026-06-26-killing-raft-quasar-native-coordination/",
      "date": "2026-06-26",
      "description": "How Hanzo Datastore replaces the NuRaft engine under ClickHouse Keeper with Lux Quasar — post-quantum, leaderless consensus linked directly into the C++ server — while keeping the ZooKeeper API that replication speaks.",
      "category": "datastore"
    },
    {
      "title": "Proof of AI: An Open-Source Cloud That Pays the Developers It Runs On",
      "link": "https://hanzo.blog/proof-of-ai/",
      "date": "2026-06-26",
      "description": "Hanzo Cloud is built on Proof of AI — deterministic inference any validator can re-verify on-chain — and on a commitment that 25% of what the cloud earns flows back to the open-source developers whose code it runs.",
      "category": "proof-of-ai"
    },
    {
      "title": "Hanzo Brain: Local-First Knowledge Graph for Agents",
      "link": "https://hanzo.blog/2026-05-12-hanzo-brain/",
      "date": "2026-05-12",
      "description": "A single SQLite file your agent reads from every runtime. Zero LLM round-trips for graph ops, FTS5 plus vector plus typed-edge extraction at write time.",
      "category": "brain"
    },
    {
      "title": "Zen: 1T+ Parameter MoE Architecture",
      "link": "https://hanzo.blog/2026-04-06-zen-model-architecture/",
      "date": "2026-04-06",
      "description": "Hanzo's flagship LLM — a 1.04 trillion parameter Mixture of Experts model fused from top language models, with distributed training and on-chain model attestation.",
      "category": "zen"
    },
    {
      "title": "Hanzo Ships Formal Proofs for AI Agent Infrastructure",
      "link": "https://hanzo.blog/2026-03-26-formal-proofs-ship/",
      "date": "2026-03-26",
      "description": "Machine-checked Lean 4 proofs for agent safety, MCP protocol, PoAI consensus, and platform operations",
      "category": "formal-verification"
    },
    {
      "title": "BitDelta: Serving 14 Zen Models from One GPU Cluster",
      "link": "https://hanzo.blog/2026-02-28-bitdelta-multi-tenant/",
      "date": "2026-02-28",
      "description": "How BitDelta's 1-bit delta compression lets us serve 14 Zen model variants from shared GPU infrastructure — the math, the architecture, and the tradeoffs.",
      "category": "ai"
    },
    {
      "title": "From Commerce AI to Frontier Models: Hanzo's Decade of Infrastructure",
      "link": "https://hanzo.blog/2026-02-28-decade-of-hanzo/",
      "date": "2026-02-28",
      "description": "Twelve years of building AI infrastructure — from a real-time recommendation engine in 2014 to 94+ frontier models and a post-quantum blockchain in 2026. The technical story of how we got here.",
      "category": "hanzo"
    },
    {
      "title": "Enterprise Cloud Without Enterprise Pricing: 96 vCPUs at $3,999/Month",
      "link": "https://hanzo.blog/2026-02-27-enterprise-cloud-tiers/",
      "date": "2026-02-27",
      "description": "Hanzo Network launches Business through Ultra enterprise cloud tiers — dedicated CPU machines from 8 to 96 vCPUs with 71–81% cost advantage over hyperscaler equivalents.",
      "category": "cloud"
    },
    {
      "title": "The Complete AI Agent Stack: Models, Compute, and Tools in One Platform",
      "link": "https://hanzo.blog/2026-02-27-full-stack-ai-agents/",
      "date": "2026-02-27",
      "description": "Hanzo AI introduces the first platform combining 100+ AI models, cloud compute, GPU access, and 260+ MCP tools under a single developer account.",
      "category": "ai"
    },
    {
      "title": "H100 GPUs at $3.48/Hour — 72% Cheaper Than AWS",
      "link": "https://hanzo.blog/2026-02-27-gpu-access-h100/",
      "date": "2026-02-27",
      "description": "Hanzo Bot opens on-demand H100 GPU access for AI agent developers at $3.48/hr — 72% less than AWS equivalent pricing.",
      "category": "gpu"
    },
    {
      "title": "Run AI Agents for $5/Month: Introducing Hanzo Bot",
      "link": "https://hanzo.blog/2026-02-27-hanzo-bot-launch/",
      "date": "2026-02-27",
      "description": "Hanzo Bot launches with the cheapest AI agent hosting in the industry — starting at $5/mo with free credit, integrated access to 100+ models, and H100 GPUs at $3.48/hr.",
      "category": "bots"
    },
    {
      "title": "Hanzo Network: 10–54% Cheaper Than DigitalOcean, Lightsail, and Vultr",
      "link": "https://hanzo.blog/2026-02-27-hanzo-network-cloud-launch/",
      "date": "2026-02-27",
      "description": "Hanzo Network launches a developer cloud that undercuts DigitalOcean, AWS Lightsail, Vultr, and Linode by 10–54% — with zero egress fees, DDoS protection, and consistent global pricing included.",
      "category": "cloud"
    },
    {
      "title": "AI Transcription 85% Cheaper Than OpenAI: Multimodal Pricing for Bot Developers",
      "link": "https://hanzo.blog/2026-02-27-multimodal-pricing/",
      "date": "2026-02-27",
      "description": "Hanzo Bot delivers speech-to-text at $0.0009/minute — 85% cheaper than OpenAI Whisper — plus image generation at the industry's lowest price of $0.00013/step.",
      "category": "pricing"
    },
    {
      "title": "Hanzo Pricing Deep Dive: Every Model, Every Plan, Every Comparison",
      "link": "https://hanzo.blog/2026-02-27-pricing-deep-dive/",
      "date": "2026-02-27",
      "description": "The comprehensive breakdown of Hanzo pricing across AI models, cloud compute, GPU access, and tools — with head-to-head comparisons against every major competitor.",
      "category": "pricing"
    },
    {
      "title": "One API for Every AI Model: Introducing the Hanzo AI Gateway",
      "link": "https://hanzo.blog/2026-02-27-unified-ai-gateway/",
      "date": "2026-02-27",
      "description": "Hanzo AI launches the industry's first zero-markup multi-provider AI gateway — one API key for 100+ models from every major provider, plus 14 proprietary Zen models.",
      "category": "ai"
    }
  ]
}