Your own verified network — solve it once, reuse it everywhere.
Every solution you verify becomes a personal capsule you can reuse across every repo you work in. Your agent stops re-deriving the same patterns, and you stop paying tokens for work you have already done. Local-first and private by default — source code never leaves your machine for a search.
Private by default
Searches run locally. Nothing is uploaded and nothing is published unless you explicitly choose to.
Reuse across repos
A capsule you verify in one project is available in the next — your personal cache travels with you.
See every saving
Each reuse comes with a receipt: tokens saved, the reduction, and the estimated value for your billing.
What a reuse looks like
An exact personal-capsule hit on a 60k-token task, priced on direct-API billing:
PatchMesh saved an estimated 46,700 tokens and $0.147 on this request.
- 46,700
- Tokens avoided
- 71.85%
- Reduction
- $0.147
- Estimated direct cost avoided
46,700 tokens avoided
Never sent or generated — a reused solution removed the work.
10,000 input tokens discounted · 7,000 at full rate
Still sent, billed at the cheaper cached rate (~$0.027 off) · 59% cache-hit.
- • Repository context ~60,000 tokens (40% cacheable)
- • Expected from-scratch output ~5,000 tokens
- • Counterfactual, not a second paid request
Personal capsule result (exact). Estimated usage fell from 65,000 to 18,300 tokens — a 71.85% reduction.
Every capsule is more than a snippet
Personal capsules carry the same structure as the rest of the network, so reuse is a decision, not a copy-paste gamble.
Identity
- Canonical taskThe normalised problem the capsule solves.
- Language & runtimeWhere it applies — versions and ecosystem.
- DependenciesWhat it needs to compile and run.
Code
- Reusable artifactsThe implementation, ready to adapt.
- TestsExecutable proof of behaviour.
- Content hashesContent-addressed so reuse is verifiable.
Evidence
- Validation resultsDid the tests actually pass?
- Security scanKnown-issue check before reuse.
- Reuse outcomesHow it performed for others — ranking signal.
Trust
- Licence (SPDX)Clear, preserved licensing.
- ProvenanceWhere it came from, pinned to a commit.
- Trust levelVerified, approved, or unverified candidate.
A snippet search returns text. A capsule returns a decision: reuse this, adapt that, or generate because nothing here fits.
Start your personal network.
Free to begin. Local-first. Private by default.