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Technical deep dives

Real architecture, real code, real problems solved. Organized by series.

x402 Production Runway

From TOML config to paid job execution. How Blueprint SDK integrates x402 payments, restricted invocation, pricing engines, and on-chain settlement.

13 articles

How Blueprint SDK Turns x402 Payments into Runnable Jobs
Part 1 x402blueprint-sdk

How Blueprint SDK Turns x402 Payments into Runnable Jobs

How Blueprint SDK translates x402 HTTP payment headers into standard JobCalls, so you write your handler once and accept payments from any chain.

The x402 Facilitator Problem
Part 2 x402payments

The x402 Facilitator Problem: How to Remove the Centralized Trust Bottleneck

The x402 protocol lets any HTTP endpoint charge for compute with stablecoin payments. But every payment flows through a single centralized facilitator. Here's why that's a problem, and how to fix it.

Wei to token conversion pipeline diagram
Part 3 x402blockchain

Pricing without hand-waving: wei pricing, token conversion, markup, and dynamic price tags

How Tangle's pricing engine lets operators set prices in USD and wei, convert to stablecoins with markup, sign tamper-proof quotes, and evolve from static config to dynamic pricing without redeploying.

Subscription vs Pay-Per-Request API Pricing flow diagram
Part 4 api-pricingx402

Subscription vs Pay-Per-Request API Pricing: Tradeoffs, Implementation, and When to Use Each

Subscription and pay-per-request are the two dominant API pricing models, and each optimizes for a different kind of business. This post breaks down the economic tradeoffs, implementation costs, and decision framework, with concrete implementation patterns from Blueprint SDK's pricing engine.

On-Chain RFQ for Compute: How Job Quotes, Verification, and Slashing Work
Part 5 tangleblueprints

On-Chain RFQ for Compute: How Job Quotes, Verification, and Slashing Work

Tangle's Blueprint SDK turns pricing into cryptographic commitments, layers verification mechanisms per job type, and backs everything with real economic consequences. Here's how the pieces fit together.

Three operator health gauges showing heartbeat, quote freshness, and capacity utilization
Part 6 tangleblueprint

The Signals That Keep Your Blueprint Operator Online

A practical guide to the on-chain heartbeats, quote lifetimes, and health signals that determine whether your Blueprint operator stays in rotation or loses jobs.

On-chain payment distribution flow diagram showing ServiceFeeDistributor, streaming manager, and exposure-weighted staking pools
Part 7 blueprintx402

Operator Economics After Payment: Distribution, Exposure Weighting, and Fee Routing

When a client pays an x402 Blueprint job, the USDC moves to an operator address. What happens next is decided by the Tangle protocol: ServiceFeeDistributor splits the fee across delegators using USD-weighted exposure scores, with streaming payments for time-bounded services.

Two gates: payment and TEE attestation must both pass before promotion
Part 8 x402tee

x402 and TEE Together: What Must Pass Before Promotion

x402 handles payment authorization. TEE handles execution integrity. Neither alone is sufficient for production. This post explains the two-gate system: what must pass before a Blueprint service activates and before job results can be trusted.

Parallel ingress streams (x402 + primary) feeding one Blueprint runner
Part 9 x402blueprint-sdk

Remote Providers, Direct Runtimes, and Where Payment-Native Ingress Belongs in Deployment Architecture

Blueprint jobs can run locally, on remote VMs, on Kubernetes, or serverless. X402Gateway is a BackgroundService that multiplexes payment-gated ingress into BlueprintRunner alongside every other job source. This post maps the decision tree: which deployment target to use, how SecureBridge handles mTLS for remote execution, and where X402 ingress fits in each topology.

RFQ job quotes: cryptographic commitments, result enforcement, operator accountability
Part 11 x402blueprint

RFQ Job Quotes on Tangle: Signed Commitments, Result Enforcement, and Operator Accountability

How Tangle's RFQ system turns operator price quotes into cryptographic commitments, restricts result submission to quoted operators, and slashes non-delivery with a 3.5-day dispute window.

Operator health monitoring on Tangle: heartbeats, quote lifetimes, failure signals
Part 12 tangleblueprint-sdk

Operator Health Monitoring on Tangle: Heartbeats, Quote Lifetimes, and Failure Signals That Matter

A practical guide to monitoring Blueprint operators in production: how the on-chain heartbeat system works, what the off-chain health monitor does differently, how quote TTLs signal service degradation, and which failure states are recoverable versus terminal.

x402 Blueprint production deployment checklist: dev, staging, and mainnet config
Part 13 blueprintx402

x402 Blueprint production deployment checklist: dev, staging, and mainnet config

Step-by-step rollout sequence for taking an x402-enabled Blueprint from dev to production, with the exact config fields that change at each stage, the ones that will silently lose payments if wrong, and what the validator catches versus what it misses.

Payment rails as infrastructure: agents as economic actors
Part 14 x402product-strategy

Payment-Native Infrastructure Changes What AI Agent Products Are Worth Building

When payment is baked into infrastructure rather than bolted on top, the product strategy for AI agents shifts fundamentally. This post explains why, and what it means for what to build.