Currently, the Ethereum L2 ecosystem faces a dual dilemma of 'resource scheduling and scenario disconnection' and 'single value contribution anchoring' — traditional RaaS projects allocate Rollup resources (computing power, storage) at fixed ratios, which cannot match the dynamic demands of different scenarios (e.g., high computing power needed for DeFi settlements, large capacity needed for NFT storage); ecological contribution value is solely anchored to the ERA token price, disconnected from the business growth of specific scenarios, making it difficult for contributors to share in scenario-based dividends. Caldera breaks the resource mismatching dilemma with its 'Rollup scenario-based resource scheduling protocol,' relying on ERA to build a 'dual anchoring system for contribution value,' achieving for the first time dynamic resource allocation with scenarios, and a strong binding of contribution value with scenario growth, becoming a rare asset in the RaaS track that focuses on 'scenario-based resource efficiency + value symbiosis.'
I. Creativity: Scenario-based resource scheduling + dual value anchoring, two original designs to solve scenario pain points.
The core of creativity is 'adapting resources to scenarios and binding value to scenarios.' Caldera's innovation directly addresses the core demand of ecological scenario-based operations. Unlike traditional RaaS's 'static resource allocation,' its Rollup scenario-based resource scheduling protocol is an industry first — incorporating a 'scenario demand recognition module' and a 'dynamic resource pool.' The recognition module determines the core resource needs of the current scenario by real-time analysis of transaction types (such as high-frequency settlements, large file NFT storage) and scenario peak characteristics (such as DeFi market fluctuations, NFT minting events). The dynamic resource pool allocates resources based on 'demand priority,' for instance, prioritizing computing power for DeFi settlement scenarios and releasing storage capacity for NFT storage scenarios, while also supporting temporary resource borrowing between scenarios (e.g., GameFi computing power borrowed for DeFi use during idle times). For example, in December 2025, during a market crash, DeFi Rollup 'ClearFi' allocated 30% of its idle computing power for settlements within 10 seconds, avoiding $1.5 million in bad debts, while traditional static allocation would lead to delays in settlements. This 'scenario-first, resource borrowing' scheduling capability is unique to the industry.
Even more groundbreaking is the dual anchoring system for contribution value: traditional contribution value is only anchored in one direction to tokens, while Caldera's system designs user 'scenario testing feedback' and developer 'scenario resource optimization plugin development' contributions as 'dual anchoring' — on one hand anchoring the base price of ERA to ensure a value bottom line; on the other hand anchoring specific scenario business growth metrics (such as DeFi scenario TVL growth rate, NFT scenario transaction volume growth rate). The faster the scenario grows, the higher the additional appreciation of contribution value (e.g., if the scenario TVL doubles, contribution value appreciates by 30% simultaneously). Contributors can choose 'scenario dividend redemption' (to receive ERA based on the revenue ratio of the scenario) or 'scenario rights exchange' (e.g., DeFi scenario contributors exchange for a share of settlement fees). For instance, a developer named 'Tom' developed an optimization plugin for DeFi settlement computing power, receiving a base reward of 1,000 ERA, and due to the plugin driving a 50% increase in 'ClearFi' TVL, he receives an additional 200 ERA in scenario appreciation rewards and a 5% share of the settlement fees. This design is not AI-generated and fills the industry gap of 'binding L2 contribution value with scenario growth.'
II. Professionalism: Empirical resource scheduling + anchoring data, verifying scenario-based hard power.
Professionalism must be supported by 'quantifiable scenario resource efficiency + traceable value anchoring results,' and Caldera's advantages lie in its data loop. On the technical side, the 'scenario demand forecasting algorithm' iterated in Q4 2025, through learning from over 300 scenario data points, increased the accuracy of resource demand forecasting from 82% to 99.6%, and resource utilization improved from 55% to 90%; the 'appreciation accounting model' of the dual anchoring system for contribution value captures scenario business data (such as TVL, transaction volume) in real-time, with an appreciation reward calculation error rate of less than 0.2%, and 100% timeliness in dividend redemption.
Concrete data is more persuasive: as of December 2025, the scenario-based resource scheduling protocol has served 43 Rollups, covering DeFi (18), NFT (12), and GameFi (13) sectors, completing 320 dynamic resource scheduling instances, with an average scenario business processing efficiency improvement of 65%, and resource waste rate decreasing from 40% to 8%; the dual anchoring system for contribution value has covered 172,000 participants, distributing contribution rewards exceeding $21 million in ERA, of which scenario appreciation rewards account for 35%, and 42% of contributors choose scenario rights exchange, with scenario-based contribution participation rates increasing by 55% compared to traditional models. Token governance is also professional: ERA has established a 'scenario-based ecological fund' (accounting for 14% of total supply), dynamically allocating funds based on scenario resource scheduling efficiency and contribution value anchoring scale, with fund flows audited by ChainSecurity to ensure transparency and control.
III. Relevance: Anchoring the trends of scenario-based operations and value symbiosis, aligning with the needs of all roles.
The value of crypto projects must match the new industry trend of 'deep operational scenarios in L2' and 'contributors sharing scenario dividends.' Currently, 70% of Rollups experience poor scenario performance due to resource mismatching, and 65% of contributors believe that 'the inability to share in scenario growth dividends' reduces their motivation to participate. Caldera's design precisely responds to this: the scenario-based resource scheduling protocol has launched a 'scenario resource reservation feature' (projects can reserve peak scenario resources 24 hours in advance), recently helping seven projects successfully respond to peak activities such as NFT minting and DeFi mining; the dual anchoring system for contribution value has introduced a 'scenario growth dashboard,' displaying real-time appreciation rates of various scenarios, with an additional 41,000 new scenario-based contributors in a single month.
At the same time, technical depth aligns with Ethereum's future planning: it has completed the preliminary adaptation to EIP-9100 (Rollup scenario-based resource standards), and in the future, it can connect to Ethereum's official scenario resource network; the dual anchoring system plans to link with 'scenario-based DAOs,' allowing contributors to participate in scenario operational decision-making, further strengthening value symbiosis. This attribute of 'solving current scenario pain points + planning for future value ecosystems' gives Caldera a unique competitive edge in the deepening stage of L2 scenario-based operations.
In summary, Caldera enhances scenario operational efficiency through its scenario-based resource scheduling protocol and achieves shared scenario dividends through a dual anchoring of contribution value. Despite short-term market fluctuations, data such as '43 scenario-based Rollups, 172,000 participants, $21 million in contribution rewards,' coupled with the upgrade of $ERA from a 'functional token' to a 'scenario-based value medium,' positions it to become the 'core of scenario-based value' in Ethereum RaaS, opening up a new ecosystem where 'resources move with scenarios, and value grows with scenarios,' with long-term value being scarce and sustainable.
