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Helius JUP treasury PnL 1,961ms → 0.05ms Solana verification cached → 39,083× speedup (live) Account state lookup 31ns warm · CPU cache hit Post-quantum attestation 74 bytes · ML-DSA + FALCON + SLH-DSA RPC compute reduced 94% on Helius integration Indexer replay eliminated → portable checkpoint Helius JUP treasury PnL 1,961ms → 0.05ms Solana verification cached → 39,083× speedup (live) Account state lookup 31ns warm · CPU cache hit Post-quantum attestation 74 bytes · ML-DSA + FALCON + SLH-DSA RPC compute reduced 94% on Helius integration Indexer replay eliminated → portable checkpoint
AI Cache Infrastructure · Evidence-Backed Outcome Cache for Solana · Live on Helius

Cache Solana Verification Once.
Reuse It Everywhere.

Cachee is AI-powered distributed cache infrastructure for Solana validators, RPC providers, indexers, MEV builders, and analytics platforms. Evidence-backed outcome caching eliminates duplicated account-state lookups, cuts transaction-history queries, and removes redundant PnL recomputation. Downstream systems independently verify the cached result without re-running the verification and without trusting the cache operator. H33-74 attaches a 74-byte post-quantum evidence reference to each cached outcome; H33's cryptographic replay reconstructs the trust path. Cachee stores and serves across the industry's migration off Ed25519.

Live integrations: ← Bitcoin Polygon zkEVM ● Solana
Live · Helius JUP Treasury PnL

Real Helius RPC, real Jupiter treasury wallet, real Solana mainnet transactions. The first PnL computation is cold — Cachee fetches and computes from scratch. Every subsequent computation, by any consumer, returns from cache with a post-quantum attestation.

Cold
1,961ms
Warm
0.05ms
Speedup
39,083×

One verified result anchors the source of truth for every downstream consumer — analytics platforms, dashboards, tax calculators, portfolio trackers, trading bots — eliminating the JSON-RPC fan-out, the transaction parsing, and the PnL math for everyone after the first. They verify the 74-byte attestation; nobody re-executes the computation. Read the full benchmark →

The H33-74 evidence element — not Cachee — lets independent parties trust each cached outcome without trusting the cache operator. That single property converts Solana verification from a per-system cost into a shared, portable asset — the foundation of distributed verification infrastructure.

— The category shift

The hidden cost

Why Solana verification is expensive — and why repeating it wastes compute

Solana's throughput is a gift and a curse. The chain produces thousands of transactions per second, and every consumer of that state — validators, RPC providers, indexers, analytics platforms, PnL calculators, tax engines, dashboards, MEV searchers, DEX aggregators, trading bots — pays the cost of parsing, validating, and re-querying it, over and over.

A single Helius RPC call to compute treasury PnL across thousands of transactions costs ~2 seconds and pulls compute, bandwidth, and historical state. The next consumer asking the same question pays the same cost. That's the structural waste. The verification work isn't expensive because Solana is slow — it's expensive because nobody can share the result.

Cachee's Helius integration proves the point. One verified PnL computation is distributed as a portable attested receipt. Every downstream consumer reads the cached answer at 0.05ms and independently verifies the 74-byte attestation. The cost collapses from per-consumer to per-attestation — a roughly 39,000× compression of duplicated compute.

Modern Solana infrastructure wastes enormous compute
Re-querying identical account state and transaction history across RPC providers, indexers, dashboards, and analytics systems. The same JSON-RPC call gets answered thousands of times by parties that could share a verified result.
RPC load grows with every consumer
Every new wallet, dashboard, analytics integration, or trading bot adds another full pass of redundant queries against the same canonical chain state. RPC providers scale node fleets linearly with customer count — without portable verification, that's the only option.
High-throughput compounds the cost
Solana's transaction volume means every read is read repeatedly: account state, transaction status, slot metadata, MEV opportunities, fork choice. Without portable verification, the per-consumer verification tax compounds with chain throughput.
Operational economics

Where the duplicated Solana compute actually lives

Operational line items Solana infrastructure teams pay for every day. Each one collapses from per-consumer → per-attestation with portable verification receipts.

Account state lookups
Validators, RPC providers, and programs re-read the same account state on every getAccountInfo call. Cachee delivers a cached attested account snapshot the next consumer trusts via attestation, not via the RPC.
Transaction history queries
Block explorers, analytics platforms, and PnL engines re-process the same transaction ranges repeatedly. Cachee distributes the parsed, decoded, verified result as a portable attested record — the next analytics consumer reuses that record instead of re-parsing the chain. Re-processing collapses to one parse per range.
PnL & analytics computation
Treasury dashboards, tax engines, portfolio trackers, and trading bots independently recompute the same PnL from raw transactions. With Cachee, the first computation is reused as a portable receipt by every downstream consumer — eliminating duplicated PnL math. See the live Helius integration above.
RPC compute & bandwidth
Helius, Triton, QuickNode, and self-hosted RPCs scale node fleets to serve repeated queries. Cachee turns the RPC tier into a delivery layer for attested cache hits, not a re-execution layer.
MEV opportunity scanning
Searchers and Jito-style block builders re-scan the same mempool state per opportunity window. Cachee delivers cached attested state snapshots that arrive at every searcher at the same time, eliminating duplicated parsing.
Indexer / explorer replay
Indexers and explorers re-process the chain on every restart, fork resolution, or schema migration. Cachee captures the replay result as a portable attested checkpoint — a new indexer boots from that checkpoint, never from genesis. Restart cost collapses to a single attestation verification.
Architecture

How portable Solana verification works

A single cached verification result anchors the source of truth for every downstream consumer. The post-quantum attestation is what makes each cached outcome independently verifiable without trusting Cachee — the H33-74 evidence reference, not the cache, anchors trust — eliminating the per-consumer re-execution tax.

01 / VERIFY ONCE
Verify once
Cachee runs the full Solana verification — RPC fan-out, transaction parsing, account state validation, PnL computation — on real Solana infrastructure (live on Helius).
02 / ATTEST PERMANENTLY
Attest permanently
The verification result is wrapped in a 74-byte H33-74 post-quantum attestation: ML-DSA + FALCON + SLH-DSA. Three independent hardness assumptions.
03 / REUSE EVERYWHERE
Reuse everywhere
Every downstream consumer — dashboard, analytics platform, trading bot, MEV searcher, second RPC provider, second validator — reads the attested receipt and independently confirms it.
04 / ELIMINATE
Eliminate duplicated computation
Independent systems verify the attestation instead of re-running the JSON-RPC fan-out, parsing, and validation. The cost of "trust" collapses from per-consumer to per-attestation.
39,083×
Live speedup
Helius JUP treasury PnL
0.05ms
Warm verification
cached attested read
74 bytes
Attestation size
3 PQ hardness assumptions
Cross-verifier reuse
One attestation, every consumer
How they compose

Cachee + H33-74: three layers, one verifiable outcome

Cachee does not generate attestations. Cachee does not verify them. The architecture works because three independent layers compose: Cachee stores. H33-74 attests. Replay reconstructs.

Cachee stores
A verified outcome — account-state snapshot, PnL computation, transaction-history aggregation — is written to Cachee together with a reference to its H33-74 evidence element. Cachee delivers that outcome at sub-microsecond latency, with evidence-aware retention that preserves expensive-to-regenerate evidence references.
H33-74 attests
The 74-byte post-quantum evidence element is produced by H33 substrate at the moment the original computation runs. Signed by three independent post-quantum primitives (ML-DSA + FALCON + SLH-DSA). Opaque to Cachee.
Replay reconstructs
A downstream consumer fetches the cached outcome plus its H33-74 reference, runs H33's open-source verifier locally, and independently reconstructs the trust path — without trusting Cachee, without re-executing the JSON-RPC fan-out and parsing, without touching the H33 production pipeline.

This three-layer composition is what “verifiable computation caching” actually means: not Cachee acting as a trust anchor, but Cachee as the high-speed delivery layer for outcomes that H33-74 makes independently verifiable.

Post-quantum economics

Why post-quantum matters for Solana infrastructure

Solana, like most modern chains, is built on Ed25519 signatures — an elliptic-curve scheme the cryptography community expects to break with sufficiently large quantum computers. The entire validator stack, every account signature, every transaction proof, every program call inherits a single hardness assumption.

Cachee's attestations are post-quantum from inception. The 74-byte verification receipt is signed by three independent post-quantum primitives: ML-DSA (lattice), FALCON (NTRU lattice), and SLH-DSA (stateless hash). Breaking the attestation requires breaking three independent mathematical bets simultaneously.

The practical consequence: cached Solana verification receipts remain portable through the industry's migration to PQ cryptography. Validator infrastructure, RPC providers, custody platforms, and settlement layers built against Cachee today don't need to redo their trust assumptions when quantum computers arrive — or when NIST tightens the standards, or when an EC-side vulnerability is disclosed.

For long-lived Solana infrastructure — institutional custody, regulatory reporting, multi-year analytics archives, restaking-secured liquid-staking systems — post-quantum portability isn't a feature. It's the only honest design choice.

Where it lands first

RPC, validators, indexers, and the long tail of Solana verification

Concrete surfaces where portable verification pays for itself immediately.

Today
Every consumer re-verifies
  • RPC providers serve identical getAccountInfo calls millions of times
  • Indexers re-process chain history on every restart or schema change
  • PnL engines re-walk transaction history per dashboard load
  • MEV searchers each re-scan the same mempool state
  • Validators independently verify the same transactions per slot
  • Analytics platforms re-aggregate the same epochs repeatedly
With Cachee
Verify once. Trust everywhere.
  • RPC tier serves attested cache hits at sub-microsecond latency
  • Indexers boot from attested checkpoints, not genesis
  • PnL computed once per treasury, reused across every dashboard
  • Searchers consume a shared attested mempool snapshot
  • Validators trust an attested verification result instead of re-running
  • Analytics platforms reuse attested epoch aggregations

The pattern repeats anywhere Solana state is read more often than it changes: account state caching, transaction history querying, RPC acceleration, validator performance, MEV opportunity scanning, indexer replay, PnL computation, fork choice resolution. Cachee compresses the verification cost from per-consumer to per-attestation — and the attestation is post-quantum, so the cost collapse survives the PQ migration.

Cross-chain reuse

One Solana attestation. Every chain that consumes Solana state.

Solana doesn't live alone. Polygon zkEVM bridges read Solana state. Bitcoin-anchored sidechains consume Solana settlement proofs. Cross-chain DEX aggregators trust Solana liquidity for cross-rollup routing. Every one of those systems pays the full Solana verification cost today — and pays it per-consumer, per-chain, per-relay.

H33-74's evidence primitive — served by Cachee — is chain-agnostic. The 74-byte receipt produced by the Solana cache layer is the same primitive reused by the Bitcoin and Polygon zkEVM cache layers. A Solana slot, verified once on Cachee, is distributed as a portable computation receipt that a Bitcoin bridge, a Polygon zkEVM program, and any rollup with a Solana dependency independently verify — without re-running Solana validation, eliminating duplicated cross-chain compute.

This is what "cross-chain result reuse" actually means. Not a bridge token. Not a wrapped asset. The verification itself is the asset.

Same attestation primitive: ← Bitcoin Polygon zkEVM ● Solana (this page)
Who this is for

Built for the Solana infrastructure layer

If you operate one of these and pay for verification compute repeatedly — Cachee turns that bill into a single attestation.

Validators (Firedancer + Agave)
RPC providers (Helius, Triton, QuickNode)
Indexers (restart-from-attested-checkpoint)
MEV / block builders (Jito stack)
DEX aggregators (Jupiter-class routing)
Liquid staking (stake-account verification)
Solana programs (on-chain attested reads)
Analytics platforms (treasury PnL, dashboards)
Tax engines (historical transaction proofs)
Custodians (long-lived PQ-safe receipts)
Block explorers (read-heavy, repeated queries)
Trading bots (shared signal infrastructure)
Verification economics at scale

What changes when Solana verification becomes a reusable asset

Solana economics are dominated by throughput on the producer side and repeated read cost on the consumer side. The chain produces thousands of transactions per second; every downstream system pays the cost of independently re-verifying that state. When that cost moves from per-consumer to per-attestation, three things happen.

Marginal cost of a new consumer collapses. Adding a new dashboard, analytics platform, trading bot, or wallet integration no longer means adding a new full pass of RPC fan-out and verification. The new consumer reads the existing attestation. RPC providers stop scaling node fleets linearly with customer count.

Cross-system trust collapses to zero cost. Two systems that don't trust each other — a wallet and an exchange, an analytics platform and a custodian, an indexer and a tax engine — agree on Solana state without either operating validator infrastructure. Both verify the attestation; neither re-executes the verification.

The trust model shifts to post-quantum. Long-lived Solana infrastructure built against Cachee inherits a 74-byte attestation that survives the EC → PQ migration. Custody, settlement, and regulatory reporting design verification receipts that are never redone when the cryptographic ground shifts.

This is what we mean by Solana scaling infrastructure. Not bigger blocks. Not faster RPC nodes. Verification that doesn't need to be repeated.

Solana keeps re-verifying the same state millions of times.
Cachee turns verification into a reusable asset.

Pair the Solana cache layer with Bitcoin and Polygon zkEVM — one post-quantum attestation primitive, three live integrations, cross-chain by design.