ComputeFlux Blog
Decentralized AI gateway — one API, many providers, zero trust required.
Trust & Security 4 articles
TEE Hardware Security & Attestation
ComputeFlux runs every part of its network inside a locked compartment built into the CPU itself, so the people operating the servers physically cannot read the prompts passing through them.
Contract Storage & Sealed PebbleDB
Everything ComputeFlux saves to disk is encrypted with a key that exists nowhere but inside the processor, so a stolen drive yields nothing but noise — and the database on top of it is built from f...
DKG Threshold Cryptography
ComputeFlux's most powerful keys are never created as whole keys at all — they're born already split across independent machines, and signing requires a supermajority of them to cooperate.
CometBFT Consensus with TEE
Every validator votes on every block, and each vote carries a freshly generated hardware certificate proving that the voter's code has not been tampered with as of this exact block.
Runtime Infrastructure 5 articles
WASM Contract Upgrades
ComputeFlux can change the network's rules and rewrite all the existing data to match, inside a single block, with no downtime and no fork.
Provider & Model Registry
Anyone can register as a provider and list models at prices they choose; the network doesn't police honesty, it tries to make dishonesty unprofitable.
Edge Route: Personal GPU
A GPU behind a home router has no address the internet can dial, so ComputeFlux has the machine call out and hold the line open — then sends inference work back down the same wire.
Sticky Balancer Scheduling
An AI model briefly remembers the work it did on your last prompt, so ComputeFlux tries hard to send your next request to the exact same machine.
Resilience — Circuit Breakers & Retry/Backoff
ComputeFlux sorts every failure into a category, and each category gets a different response — retry shortly, switch credentials, give up instantly, or stop calling that provider at all for a while.
Economic Protocol 7 articles
Billing & On-Chain Settlement
ComputeFlux counts your usage inside a sealed enclave and writes a cryptographically signed summary to its own TEE chain, so your bill becomes something you can check rather than something you have...
Relay — Cross-Chain Sync
Getting information from one blockchain to another normally means trusting a small group of signers; ComputeFlux deletes that group entirely and hands the job to the validators who already secure t...
Protocol Adaptor & Compatibility Matrix
ComputeFlux translates between the mutually incompatible formats OpenAI, Anthropic, and Google use, so existing code can reach any of them by changing one URL.
vtproto — High-Performance Serialization
Every transaction gets packed and unpacked at least four times in its short life, so ComputeFlux swapped the general-purpose packing code for code generated specifically for each message type — cut...
Streaming SSE Protocol
When an AI answer arrives one word at a time, ComputeFlux has to convert it into a different format on the fly — never waiting for the sentence to finish.
GraphQL API Layer
ComputeFlux runs a rigid, standard-imitating API for AI requests and a flexible one for everything else, because those two audiences want genuinely incompatible things.
Web3Auth Unified Login
You sign in with an email address or a Google account, and your wallet is derived mathematically from it — there are no twelve words to write down, hide, and eventually lose.
Protocol Governance 3 articles
Governance — Gov Track Proposals
Changes to ComputeFlux must survive mandatory waiting periods, a staked deposit, and a threshold vote — and the founding admin key can be switched off permanently, with no way to switch it back on.
Model Report Audit — Dual-Governance Quality Enforcement
Machines continuously check whether a model is technically working, humans report whether it's actually any good, and every report — founded or not — leaves a permanent record.
Contract Security Audit — Nonce Replay, Three-Tier Access Control, Integer Safety, and the WASM Boundary
Building a blockchain runtime from scratch eliminates entire categories of famous attacks and creates one new, narrower danger zone: the seam where trusted system code meets untrusted user code.
Observability & Scale 2 articles
OTel Distributed Tracing — Span Propagation, Sampling Strategy, and Metric Design
A single request passes through five to seven internal components, and tracing attributes every microsecond to one of them — so "it's slow" becomes "it's slow here."
Deployment Architecture — From Developer Laptop to SGX Enclave
ComputeFlux runs the same binary across five very different environments, and each step up the ladder removes another layer of software you're otherwise forced to trust.
Roadmap & Vision 4 articles
Roadmap 2026-2027 — Technical Challenges on the Path to Full Decentralization
ComputeFlux puts itself at roughly 60% of the way to full decentralization, and this article names the four places it's still centralized rather than waiting for someone else to notice them.
Competitor Comparison — Architectural Trust Models Across the AI Gateway Landscape
Rather than comparing feature lists, this article asks one question of every product in the category: if the operator turns malicious tomorrow, what actually stops them?
i18n & SEO for the dApp — Global Reach for a Web3 Application
Crypto apps are typically invisible to search engines and available only in English; this article is about fixing both without running a server.
Community — Join ComputeFlux
You can join ComputeFlux as a developer, as someone renting out an idle GPU, or as a user — and the third path takes about five minutes.