# Automated Execution ⎊ Area ⎊ Resource 6 --- ## What is the Algorithm of Automated Execution? Automated execution, within financial markets, represents the utilization of pre-programmed instructions to initiate and manage trades, minimizing discretionary intervention. This process is particularly prevalent in high-frequency trading and arbitrage strategies, where speed and precision are paramount, and extends to complex derivatives pricing and hedging. The core function involves translating trading strategies into executable code, enabling systematic order placement based on defined parameters and real-time market data. Consequently, automated systems reduce emotional biases and operational latency, contributing to enhanced efficiency and potentially improved execution quality. ## What is the Execution of Automated Execution? In the context of cryptocurrency and options, automated execution facilitates rapid response to market movements and the implementation of sophisticated trading strategies. This capability is crucial for capitalizing on fleeting arbitrage opportunities across exchanges or reacting to volatility spikes in derivatives contracts. Precise execution relies on direct market access (DMA) and Application Programming Interfaces (APIs) that connect trading algorithms to exchange order books, allowing for immediate order submission and modification. Effective automated execution requires robust risk management protocols to prevent unintended consequences from algorithmic errors or unexpected market events. ## What is the Adjustment of Automated Execution? Automated systems are not static; they require continuous adjustment and optimization to maintain performance in evolving market conditions. Machine learning techniques are increasingly employed to dynamically calibrate algorithmic parameters, adapting to changing volatility regimes, liquidity profiles, and correlation structures. This adaptive capacity is essential for navigating the complexities of crypto markets, where regulatory changes and technological advancements can rapidly alter market dynamics. Furthermore, automated adjustment mechanisms can incorporate feedback loops from executed trades, refining strategies based on historical performance and minimizing adverse selection risk. --- ## [Synthetic Asset Settlement](https://term.greeks.live/term/synthetic-asset-settlement/) Meaning ⎊ Synthetic Asset Settlement enables the programmatic, trustless reconciliation of derivative positions using real-time oracle price data. ⎊ Term ## [Futures Market Dynamics](https://term.greeks.live/term/futures-market-dynamics/) Meaning ⎊ Futures market dynamics govern the automated settlement, risk transfer, and price discovery processes essential for decentralized financial stability. ⎊ Term ## [Cryptographic Data Validation](https://term.greeks.live/term/cryptographic-data-validation/) Meaning ⎊ Cryptographic data validation provides the mathematical guarantee for accurate state transitions in decentralized derivative financial systems. ⎊ Term ## [Automated Market Maker Stability](https://term.greeks.live/term/automated-market-maker-stability/) Meaning ⎊ Automated Market Maker Stability ensures continuous liquidity and price integrity through autonomous algorithmic adjustments during market volatility. ⎊ Term ## [Crypto Options Settlement](https://term.greeks.live/term/crypto-options-settlement/) Meaning ⎊ Crypto Options Settlement ensures the deterministic, code-based transfer of assets upon contract expiration, maintaining market integrity and solvency. ⎊ Term ## [Settlement Dispute Resolution](https://term.greeks.live/term/settlement-dispute-resolution/) Meaning ⎊ Settlement Dispute Resolution provides the essential algorithmic mechanism for ensuring contractual finality in decentralized derivative markets. ⎊ Term ## [Transaction Fee Collection](https://term.greeks.live/term/transaction-fee-collection/) Meaning ⎊ Transaction Fee Collection acts as the primary economic engine for protocol sustainability and incentive alignment in decentralized derivatives. ⎊ Term ## [Capital Commitment Barrier](https://term.greeks.live/term/capital-commitment-barrier/) Meaning ⎊ Capital Commitment Barrier functions as the essential solvency mechanism that dictates collateral requirements for decentralized derivative positions. ⎊ Term ## [Automated Settlement Procedures](https://term.greeks.live/term/automated-settlement-procedures/) Meaning ⎊ Automated settlement procedures replace manual clearing with deterministic code to enforce position solvency and manage risk in decentralized markets. ⎊ Term ## [Adversarial Liquidation Agents](https://term.greeks.live/term/adversarial-liquidation-agents/) Meaning ⎊ Adversarial liquidation agents automate the enforcement of margin requirements to preserve protocol solvency in volatile decentralized markets. ⎊ Term ## [Automated Market Maker Liquidation](https://term.greeks.live/definition/automated-market-maker-liquidation/) The use of decentralized liquidity pools to automatically and efficiently close out liquidated positions. ⎊ Term ## [Cryptographic Infrastructure](https://term.greeks.live/term/cryptographic-infrastructure/) Meaning ⎊ Cryptographic Infrastructure provides the immutable, automated foundation for global decentralized derivatives and risk management. ⎊ Term ## [Arbitrage Loop](https://term.greeks.live/definition/arbitrage-loop/) Trading strategy exploiting price discrepancies to maintain asset parity and profit from market inefficiencies. ⎊ Term ## [Smart Contract Fee Curve](https://term.greeks.live/term/smart-contract-fee-curve/) Meaning ⎊ A smart contract fee curve automates transaction costs, aligning protocol execution fees with real-time market dynamics and system risk. ⎊ Term ## [Governance Signaling](https://term.greeks.live/definition/governance-signaling/) Signaling is the use of non-binding votes to gauge community consensus on protocol changes before formal implementation. ⎊ Term ## [Financial Derivative Infrastructure](https://term.greeks.live/term/financial-derivative-infrastructure/) Meaning ⎊ Financial derivative infrastructure enables programmable, trustless risk transfer through automated smart contract execution and settlement. ⎊ Term ## [Synthetic Leverage Maintenance](https://term.greeks.live/definition/synthetic-leverage-maintenance/) Managing collateral, margin thresholds, and ongoing costs to keep synthetic leveraged positions active without expiration. ⎊ Term ## [Oracle Price Discovery](https://term.greeks.live/term/oracle-price-discovery/) Meaning ⎊ Oracle Price Discovery acts as the essential bridge, enabling decentralized protocols to securely ingest and act upon real-world asset valuations. ⎊ Term ## [Collateralized Loan Liquidation](https://term.greeks.live/term/collateralized-loan-liquidation/) Meaning ⎊ Collateralized Loan Liquidation provides the automated solvency framework required to maintain stability in decentralized credit markets. ⎊ Term ## [Capital Reserve Requirements](https://term.greeks.live/term/capital-reserve-requirements/) Meaning ⎊ Capital reserve requirements provide the essential solvency buffer needed to maintain stability within decentralized derivative financial systems. ⎊ Term ## [Trustless Solvency Verification](https://term.greeks.live/term/trustless-solvency-verification/) Meaning ⎊ Trustless Solvency Verification enables mathematical, real-time confirmation of collateral adequacy to eliminate counterparty risk in global markets. ⎊ Term ## [Liquidation Auction](https://term.greeks.live/term/liquidation-auction/) Meaning ⎊ Liquidation auctions are the automated enforcement mechanisms that secure decentralized derivatives by liquidating undercollateralized positions. ⎊ Term ## [Margin Calculation Circuit](https://term.greeks.live/term/margin-calculation-circuit/) Meaning ⎊ The margin calculation circuit is the automated governance mechanism that ensures portfolio solvency by dynamically enforcing collateral requirements. ⎊ Term ## [Decentralized Settlement Systems](https://term.greeks.live/term/decentralized-settlement-systems/) Meaning ⎊ Decentralized settlement systems automate the finality of asset transfers and risk management to enable trust-minimized, global derivative markets. ⎊ Term ## [Smart Contract Lifecycle](https://term.greeks.live/term/smart-contract-lifecycle/) Meaning ⎊ The smart contract lifecycle orchestrates the automated path of decentralized derivatives from collateral deposit to secure final settlement. ⎊ Term ## [Immutable Financial Records](https://term.greeks.live/term/immutable-financial-records/) Meaning ⎊ Immutable financial records provide the cryptographic foundation for trustless, verifiable settlement of complex derivative contracts in global markets. ⎊ Term ## [Network Consensus](https://term.greeks.live/term/network-consensus/) Meaning ⎊ Network Consensus provides the foundational settlement finality and state validity required for reliable, high-speed decentralized derivative markets. ⎊ Term ## [On-Chain Approval Flows](https://term.greeks.live/definition/on-chain-approval-flows/) Verifiable, automated processes for initiating and executing administrative actions entirely on the blockchain. ⎊ Term ## [Smart Contract State Transitions](https://term.greeks.live/term/smart-contract-state-transitions/) Meaning ⎊ Smart contract state transitions are the immutable, deterministic updates that enforce financial integrity within decentralized derivative markets. ⎊ Term ## [State Transition Analysis](https://term.greeks.live/term/state-transition-analysis/) Meaning ⎊ State Transition Analysis provides the formal, deterministic framework necessary for secure, transparent settlement of decentralized derivative contracts. ⎊ Term --- ## Raw Schema Data ```json { "@context": "https://schema.org", "@type": "BreadcrumbList", "itemListElement": [ { "@type": "ListItem", "position": 1, "name": "Home", "item": "https://term.greeks.live/" }, { "@type": "ListItem", "position": 2, "name": "Area", "item": "https://term.greeks.live/area/" }, { "@type": "ListItem", "position": 3, "name": "Automated Execution", "item": "https://term.greeks.live/area/automated-execution/" }, { "@type": "ListItem", "position": 4, "name": "Resource 6", "item": "https://term.greeks.live/area/automated-execution/resource/6/" } ] } ``` ```json { "@context": "https://schema.org", "@type": "FAQPage", "mainEntity": [ { "@type": "Question", "name": "What is the Algorithm of Automated Execution?", "acceptedAnswer": { "@type": "Answer", "text": "Automated execution, within financial markets, represents the utilization of pre-programmed instructions to initiate and manage trades, minimizing discretionary intervention. 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The design features golden gears and shafts housed within a dark blue casing, illuminated by a teal inner framework." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/synthetic-leverage-maintenance/", "url": "https://term.greeks.live/definition/synthetic-leverage-maintenance/", "headline": "Synthetic Leverage Maintenance", "description": "Managing collateral, margin thresholds, and ongoing costs to keep synthetic leveraged positions active without expiration. ⎊ Term", "datePublished": "2026-03-19T08:23:33+00:00", "dateModified": "2026-03-19T08:24:43+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/advanced-synthetic-instrument-collateralization-and-layered-derivative-tranche-architecture.jpg", "width": 3850, "height": 2166, "caption": "A high-tech illustration of a dark casing with a recess revealing internal components. The recess contains a metallic blue cylinder held in place by a precise assembly of green, beige, and dark blue support structures." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/oracle-price-discovery/", "url": "https://term.greeks.live/term/oracle-price-discovery/", "headline": "Oracle Price Discovery", "description": "Meaning ⎊ Oracle Price Discovery acts as the essential bridge, enabling decentralized protocols to securely ingest and act upon real-world asset valuations. ⎊ Term", "datePublished": "2026-03-19T07:53:59+00:00", "dateModified": "2026-03-19T07:54:23+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-oracle-and-algorithmic-trading-sentinel-for-price-feed-aggregation-and-risk-mitigation.jpg", "width": 3850, "height": 2166, "caption": "The image displays a hard-surface rendered, futuristic mechanical head or sentinel, featuring a white angular structure on the left side, a central dark blue section, and a prominent teal-green polygonal eye socket housing a glowing green sphere. The design emphasizes sharp geometric forms and clean lines against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/collateralized-loan-liquidation/", "url": "https://term.greeks.live/term/collateralized-loan-liquidation/", "headline": "Collateralized Loan Liquidation", "description": "Meaning ⎊ Collateralized Loan Liquidation provides the automated solvency framework required to maintain stability in decentralized credit markets. ⎊ Term", "datePublished": "2026-03-19T03:45:23+00:00", "dateModified": "2026-03-19T03:45:57+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/multilayered-collateralized-debt-position-architecture-illustrating-smart-contract-risk-stratification-and-automated-market-making.jpg", "width": 3850, "height": 2166, "caption": "A macro close-up depicts a complex, futuristic ring-like object composed of interlocking segments. The object's dark blue surface features inner layers highlighted by segments of bright green and deep blue, creating a sense of layered complexity and precision engineering." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/capital-reserve-requirements/", "url": "https://term.greeks.live/term/capital-reserve-requirements/", "headline": "Capital Reserve Requirements", "description": "Meaning ⎊ Capital reserve requirements provide the essential solvency buffer needed to maintain stability within decentralized derivative financial systems. ⎊ Term", "datePublished": "2026-03-19T02:53:18+00:00", "dateModified": "2026-03-19T02:54:44+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-options-structuring-complex-collateral-layers-and-senior-tranches-risk-mitigation-protocol.jpg", "width": 3850, "height": 2166, "caption": "A macro view displays two nested cylindrical structures composed of multiple rings and central hubs in shades of dark blue, light blue, deep green, light green, and cream. The components are arranged concentrically, highlighting the intricate layering of the mechanical-like parts." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/trustless-solvency-verification/", "url": "https://term.greeks.live/term/trustless-solvency-verification/", "headline": "Trustless Solvency Verification", "description": "Meaning ⎊ Trustless Solvency Verification enables mathematical, real-time confirmation of collateral adequacy to eliminate counterparty risk in global markets. ⎊ Term", "datePublished": "2026-03-19T00:47:09+00:00", "dateModified": "2026-03-19T00:47:25+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/dynamic-interplay-of-options-contract-parameters-and-strike-price-adjustment-in-defi-protocols.jpg", "width": 3850, "height": 2166, "caption": "A light-colored mechanical lever arm featuring a blue wheel component at one end and a dark blue pivot pin at the other end is depicted against a dark blue background with wavy ridges. The arm's blue wheel component appears to be interacting with the ridged surface, with a green element visible in the upper background." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/liquidation-auction/", "url": "https://term.greeks.live/term/liquidation-auction/", "headline": "Liquidation Auction", "description": "Meaning ⎊ Liquidation auctions are the automated enforcement mechanisms that secure decentralized derivatives by liquidating undercollateralized positions. ⎊ Term", "datePublished": "2026-03-18T22:30:35+00:00", "dateModified": "2026-03-18T22:30:52+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/nested-layers-of-algorithmic-complexity-in-collateralized-debt-positions-and-cascading-liquidation-protocols-within-decentralized-finance.jpg", "width": 3850, "height": 2166, "caption": "The image displays a high-resolution 3D render of concentric circles or tubular structures nested inside one another. The layers transition in color from dark blue and beige on the periphery to vibrant green at the core, creating a sense of depth and complex engineering." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/margin-calculation-circuit/", "url": "https://term.greeks.live/term/margin-calculation-circuit/", "headline": "Margin Calculation Circuit", "description": "Meaning ⎊ The margin calculation circuit is the automated governance mechanism that ensures portfolio solvency by dynamically enforcing collateral requirements. ⎊ Term", "datePublished": "2026-03-18T22:29:35+00:00", "dateModified": "2026-03-18T22:30:12+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/aerodynamic-decentralized-exchange-protocol-design-for-high-frequency-futures-trading-and-synthetic-derivative-management.jpg", "width": 3850, "height": 2166, "caption": "A high-resolution image showcases a stylized, futuristic object rendered in vibrant blue, white, and neon green. The design features sharp, layered panels that suggest an aerodynamic or high-tech component." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/decentralized-settlement-systems/", "url": "https://term.greeks.live/term/decentralized-settlement-systems/", "headline": "Decentralized Settlement Systems", "description": "Meaning ⎊ Decentralized settlement systems automate the finality of asset transfers and risk management to enable trust-minimized, global derivative markets. ⎊ Term", "datePublished": "2026-03-18T22:10:10+00:00", "dateModified": "2026-03-18T22:10:29+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visual-representation-of-a-risk-engine-for-decentralized-perpetual-futures-settlement-and-options-contract-collateralization.jpg", "width": 3850, "height": 2166, "caption": "A detailed cross-section view of a high-tech mechanical component reveals an intricate assembly of gold, blue, and teal gears and shafts enclosed within a dark blue casing. The precision-engineered parts are arranged to depict a complex internal mechanism, possibly a connection joint or a dynamic power transfer system." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/smart-contract-lifecycle/", "url": "https://term.greeks.live/term/smart-contract-lifecycle/", "headline": "Smart Contract Lifecycle", "description": "Meaning ⎊ The smart contract lifecycle orchestrates the automated path of decentralized derivatives from collateral deposit to secure final settlement. ⎊ Term", "datePublished": "2026-03-18T16:59:18+00:00", "dateModified": "2026-03-18T17:00:17+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-derivatives-network-node-for-cross-chain-liquidity-aggregation-and-smart-contract-risk-management.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract visualization shows a complex, intertwining network of cables in shades of deep blue, green, and cream. The central part forms a tight knot where the strands converge before branching out in different directions." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/immutable-financial-records/", "url": "https://term.greeks.live/term/immutable-financial-records/", "headline": "Immutable Financial Records", "description": "Meaning ⎊ Immutable financial records provide the cryptographic foundation for trustless, verifiable settlement of complex derivative contracts in global markets. ⎊ Term", "datePublished": "2026-03-18T16:49:11+00:00", "dateModified": "2026-03-18T16:49:29+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/visualizing-blockchain-interoperability-and-structured-financial-instruments-across-diverse-risk-tranches.jpg", "width": 3850, "height": 2166, "caption": "This abstract image features several multi-colored bands—including beige, green, and blue—intertwined around a series of large, dark, flowing cylindrical shapes. The composition creates a sense of layered complexity and dynamic movement, symbolizing intricate financial structures." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/network-consensus/", "url": "https://term.greeks.live/term/network-consensus/", "headline": "Network Consensus", "description": "Meaning ⎊ Network Consensus provides the foundational settlement finality and state validity required for reliable, high-speed decentralized derivative markets. ⎊ Term", "datePublished": "2026-03-18T15:04:59+00:00", "dateModified": "2026-03-18T15:05:15+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/algorithmic-blockchain-protocol-architecture-illustrating-cryptographic-primitives-and-network-consensus-mechanisms.jpg", "width": 3850, "height": 2166, "caption": "A close-up view of a stylized, futuristic double helix structure composed of blue and green twisting forms. Glowing green data nodes are visible within the core, connecting the two primary strands against a dark background." } }, { "@type": "Article", "@id": "https://term.greeks.live/definition/on-chain-approval-flows/", "url": "https://term.greeks.live/definition/on-chain-approval-flows/", "headline": "On-Chain Approval Flows", "description": "Verifiable, automated processes for initiating and executing administrative actions entirely on the blockchain. ⎊ Term", "datePublished": "2026-03-18T10:31:26+00:00", "dateModified": "2026-03-18T10:31:59+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/conceptual-visualization-of-decentralized-finance-liquidity-flows-in-structured-derivative-tranches-and-volatile-market-environments.jpg", "width": 3850, "height": 2166, "caption": "An abstract digital rendering showcases layered, flowing, and undulating shapes. The color palette primarily consists of deep blues, black, and light beige, accented by a bright, vibrant green channel running through the center." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/smart-contract-state-transitions/", "url": "https://term.greeks.live/term/smart-contract-state-transitions/", "headline": "Smart Contract State Transitions", "description": "Meaning ⎊ Smart contract state transitions are the immutable, deterministic updates that enforce financial integrity within decentralized derivative markets. ⎊ Term", "datePublished": "2026-03-18T09:01:22+00:00", "dateModified": "2026-03-18T09:02:38+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-finance-derivatives-network-node-for-cross-chain-liquidity-aggregation-and-smart-contract-risk-management.jpg", "width": 3850, "height": 2166, "caption": "A detailed abstract visualization shows a complex, intertwining network of cables in shades of deep blue, green, and cream. The central part forms a tight knot where the strands converge before branching out in different directions." } }, { "@type": "Article", "@id": "https://term.greeks.live/term/state-transition-analysis/", "url": "https://term.greeks.live/term/state-transition-analysis/", "headline": "State Transition Analysis", "description": "Meaning ⎊ State Transition Analysis provides the formal, deterministic framework necessary for secure, transparent settlement of decentralized derivative contracts. ⎊ Term", "datePublished": "2026-03-18T08:58:01+00:00", "dateModified": "2026-03-18T08:58:29+00:00", "author": { "@type": "Person", "name": "Greeks.live", "url": "https://term.greeks.live/author/greeks-live/" }, "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/decentralized-automated-market-maker-protocol-structure-and-liquidity-provision-dynamics-modeling.jpg", "width": 3850, "height": 2166, "caption": "A close-up view presents an articulated joint structure featuring smooth curves and a striking color gradient shifting from dark blue to bright green. The design suggests a complex mechanical system, visually representing the underlying architecture of a decentralized finance DeFi derivatives platform." } } ], "image": { "@type": "ImageObject", "url": "https://term.greeks.live/wp-content/uploads/2025/12/synthetic-asset-collateralization-framework-illustrating-automated-market-maker-mechanisms-and-dynamic-risk-adjustment-protocol.jpg" } } ``` --- **Original URL:** https://term.greeks.live/area/automated-execution/resource/6/