Skip to main content
DeFi Millionaire book on Amazon (opens in a new tab)
A luminous ribbon passes through two champagne and garnet control rings against a rich plum background, beside the words ONE BOT, MANY LIMITS.

AI

AI Trading Bot API Limits: Why Another Key May Not Help

See how API keys, IP addresses and accounts can share trading limits. Map one request batch across separate counters with DN’s Shared API Budget Map.

A champagne-metal arrow divides around an amber gate on a rich emerald background, beside the words SAME SIGNAL, DIFFERENT ORDER.

AI

AI Trading Bot Order Types: Market, Limit, IOC and FOK Explained

Learn how market, limit, IOC, FOK and post-only instructions differ. Use DN’s Order Instruction Explorer to check your bot’s choices before automation.

A luminous new signal emerges from a frozen glass block containing market candlesticks, under the words NEW SIGNAL, OLD DATA?

AI

AI Trading Bot Signals: 8 Checks for Stale or Incomplete Data

Check whether an AI trading signal uses old or unfinished market data. Compare source, receipt and decision times with DN’s free Signal Timing Inspector.

One task. How much power? Three luminous green cable loops converge through a brass connector into an ivory cube against a deep forest-green background.

Agentic Finance

AI Agent Energy Cost: Why One Query Is the Wrong Unit

Calculate AI agent energy per accepted task. Compare measurement boundaries, retries, PUE and carbon estimates without mistaking an API bill for electricity.

Order Rejected, Too Small? beside a gold circuit-patterned token held in a metal caliper against a rich burgundy background.

AI

AI Trading Bot Minimum Order Size: 7 Checks Before You Retry

Learn why small bot orders fail minimum-value and precision rules. Use DN’s spot limit-buy checker to compare an order with a rounded-down illustration.

Agent error. Who pays? A gold mechanical gear slips through a gap in a curved ivory contract sheet against a deep burgundy background.

Agentic Finance

AI Agent Insurance: Who Pays When the Agent Makes a Mistake?

Compare public AI insurance approaches from Munich Re, Armilla, CFC and iTOO. Explore 40 broker questions before relying on coverage for an AI agent.

Stop-loss blocked? A glowing orange arrow meets a sapphire glass shield before a gold exit portal.

Crypto Trading

Your Crypto Stop-Loss Didn’t Trigger. Was Price Protection Blocking It?

A chart touching your stop does not prove it should trigger. Audit the reference price, TP/SL price protection, order state and fills with DN’s worksheet.

Test passed. Still valid? A cyan evidence certificate is linked by an unplugged gold cable to a changed computing module.

Agentic Finance

AI Agent Evidence Expiry: When a Passed Test Needs to Be Run Again

Know when AI agent test evidence needs review. Use DN’s retest planner to map model, prompt, tool and permission changes to specific claims.

90% success? Show every try. A gold inspection frame lifts a cyan glass card to reveal a stack of attempt cards, including an amber card.

Agentic Finance

AI Agent Benchmark Integrity: What a 90% Pass Rate Can Hide

Audit AI agent benchmark claims with DN’s denominator lab. Explore retries, omitted tasks, human assistance and the evidence behind a reported pass rate.

Canceled. Still exposed? A gold-filled segment remains beyond a magenta cancellation gate.

Crypto Trading

Your Crypto Order Says Canceled. Why Do You Still Have a Position?

A canceled crypto order can still have fills. Reconcile executed quantity, confirm the unfilled remainder and check exposure before placing a replacement.

Job done? Prove it. A gold precision scanner inspects a cyan glass data sheet with one amber mismatch row.

Agentic Finance

AI Agent Acceptance Tests: How to Verify the Work Before You Pay

Define what an AI agent must deliver before payment. Explore DN’s fixed-rubric checker, 26 synthetic cases and the limits of automated acceptance.

Same key. Paid twice? A gold key passes through a cyan gate before a payment path splits into two transaction blocks.

Agentic Finance

AI Agent Idempotency: Why the Same Payment Key Can Still Cost Twice

An idempotency key has limits. Explore DN’s retry lab, 16 local cases and documented Stripe, PayPal and x402 retry boundaries.

Paid. But accepted? A gold receipt printer and separate glass delivery record linked by a cyan light trail.

Agentic Finance

AI Agent Outcome Receipts: How to Reconcile Work, Retries and Payments

Who pays for failed agent retries? Use DN’s receipt consistency checker, draft JSON format and 24 synthetic cases to reconcile work and payments.

Get the most talked about stories directly in your inbox

Join the Decentralised News briefing for independent crypto, DeFi and AI analysis. No spam, unsubscribe anytime.