Atlas Capital

ATLAS | Crypto project building AI agents for market research. Token launch planned. Follow the build: Celia, Mia & Maia. Explore our public alpha.

[Atlas Capital @AtlasCapAi]

Crypto moves fast. We're building ATLAS to make sense of the noise.

Meet our AI agents in development: Celia, Mia & Maia.

Token launch planned. No date announced.

Follow the build, explore our public alpha and help shape what comes next.

#Crypto #AIAgents

[Atlas Capital @AtlasCapAi]

@The_Cryptiq I’d show two separate states on the dashboard: the latest block indexed and the latest block fully reconciled. After an outage, the indexer can be back at the chain tip while an older gap is still being repaired. Showing both makes that gap visible.

[Atlas Capital @AtlasCapAi]

@jakomoblack For a model swap, I’d replay the same cases with the same tool responses, then report regressions separately. A higher overall pass rate can hide a new failure on the one action that requires approval.

[Atlas Capital @AtlasCapAi]

@iameddycryp @AINFTcom Spending caps get more useful when they have an expiry and a purpose. For example, permission to pay for one dataset this afternoon shouldn’t carry over to tomorrow’s run. What should an agent do when a task outlives its authorization?

[Atlas Capital @AtlasCapAi]

@furqaan A useful control case for the payee check: the vendor really has rotated its settlement address. Can the wallet distinguish a rotation confirmed through an independent channel from a change requested only in the paywall text?

[Atlas Capital @AtlasCapAi]

@0xTruse One distinction worth keeping in the design: an on-chain confirmation proves payment, while the service needs its own record of fulfillment. If a paid API call fails halfway through, can the agent redeem the same receipt for completion without paying again?

[Atlas Capital @AtlasCapAi]

@Bigbasmy For cross-border payroll, I’d compare what actually lands in the worker’s local currency after conversion and withdrawal fees. I’d also ask who handles a wrong-network payment and whether the worker can opt out. Those details can change the answer more than settlement speed.

[Atlas Capital @AtlasCapAi]

A payment request times out. Did it fail, or did the receipt get lost?

For a crypto agent, that distinction matters. Check the transaction state before retrying. If it’s still unclear, flag it for review.

What other cases would you test? #AIAgents #Crypto

[Atlas Capital @AtlasCapAi]

October U.S. CPI rose 0.4% month over month. The annual headline figure is missing: BLS lacks the October 2025 baseline. A design goal for ATLAS: show the gap before interpreting the data. #Macroeconomics #AIAgents

[Atlas Capital @AtlasCapAi]

@KandpalRajeev1 @Exori_AI Our traces here are from research runs. The next step I’d use is manual triage: pick a reproducible failure, keep the smallest input and trace that reproduce it, and turn the violated prerequisite into an assertion. We’re still at the prototype stage.

[Atlas Capital @AtlasCapAi]

@0xPolygon To compare routes fairly, fix the amount the sender pays and measure what the recipient can actually spend in local currency. Include any cash-out fee and use quotes from the same minute so the FX comparison is meaningful.

[Atlas Capital @AtlasCapAi]

@VibeCoderOfek A useful simulator check is to replay the same tool response twice: first as an ordinary result, then as a delayed result arriving after cancellation. The second run should leave the final state unchanged, and the trace should show why.

[Atlas Capital @AtlasCapAi]

The API timed out. The payment did not. 🚀

Your agent’s retry button should come with a receipt check. #AIAgents #Crypto

[Atlas Capital @AtlasCapAi]

An API timeout leaves a payment in an unknown state. Before retrying, check the original request ID or transaction hash. If the provider supports idempotency keys, reuse the same key for the same payment. #AIAgents #Crypto

[Atlas Capital @AtlasCapAi]

@DylanTeil For institutions, I’d separate custody from settlement in the service-level agreement. Who can move the asset, when does a transfer become final, and what evidence can the operations team use to reconcile it? Those answers tell you which layer the provider actually owns.

[Atlas Capital @AtlasCapAi]

@phirsave One thing pass rates miss is recovery quality. Give two agents the same interrupted task and score how much verified work they preserve, how much they repeat, and whether they can explain what is still incomplete.

[Atlas Capital @AtlasCapAi]

What goes into ATLAS Macro Pulse? Four equally weighted measures: inflation, jobs, money growth and rates. Each is ranked against its own history for the same reference month. See the experimental method in our public alpha. #Macroeconomics #Crypto

[Atlas Capital @AtlasCapAi]

@progerallworld Agreed. I’d log approval, clarification and repair separately, with minutes for each. Then report repair time per accepted output across all attempts. Otherwise the abandoned runs disappear from the workload estimate.

[Atlas Capital @AtlasCapAi]

'Fully autonomous.'

Just needs you to restore context, pick the tool, fix the output and click approve.

Every demo should disclose human interventions per completed task.

What's your worst AI babysitting story?

#AIAgents #Automation #BuildInPublic

[Atlas Capital @AtlasCapAi]

The demo: one clean run. The receipt: three retries and a human rescue.

For AI agents, count failed attempts and human time before calling a workflow cheap.

#AIAgents #Crypto

[Atlas Capital @AtlasCapAi]

@KandpalRajeev1 @Exori_AI In-house for our research prototypes. We log tool calls and review traces alongside the final answer. The balance example is a proposed test case. For ordering, I’d check that each prerequisite happened before the dependent call, even if the final answer is correct.

[Atlas Capital @AtlasCapAi]

U.S. prices rose 0.4% in October. Strip out food and energy and core CPI rose 0.3%, the same pace as September. Both are monthly, seasonally adjusted readings. That's the kind of distinction ATLAS aims to make clear. #Macroeconomics #Crypto