Been trying to build projects on solana but it seems everything I'm building is already built if not better, it quite hard to achieve novelty, I need advice on possible ways to research on a project or product, and possible ideas or directions I can go
Was digging through Pump’s GitHub and found an skills repo for AI agents. It covers creating coins, swapping across the curve/PumpSwap, distributing creator fees and verifying agent payments onchain. Most “AI x crypto” tooling still ends at fetching prices. This can actually compose transactions.
Anyone here wired these into Claude or Codex yet?
We're building a project for the Colosseum hackathon around giving AI agents restricted trading permissions instead of handing them a full wallet.
One failure case we're trying to reason through:
an agent submits a swap, the RPC request times out, and it doesn't know whether the transaction actually landed.
If it rebuilds and signs another transaction, both could potentially execute. A spend cap limits the damage, but doesn't distinguish a retry from a genuinely new trade.
What we're considering:
Would you enforce any notion of trade/intent idempotency on-chain, or is transaction-level deduplication + reconciliation at the executor enough?
Also curious about the uglier cases: RPC disagreement, blockhash expiry around a retry, and multiple actions being in flight at once.
Trying to break the design before we ship the hackathon build, so would appreciate any failure cases we're missing.