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Clawdbot Made the Loop Visible and Tearline Makes It Work On-Chain

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British Virgin Islands, 12th February 2026, ZEX PR WIRE, As AI agents gain mainstream attention, one execution model has emerged as a shared mental framework: Plan → Execute → Observe → Iterate. Tools like Clawdbot have helped popularize this loop by making agent workflows easier to understand and visualize.

But in Web3, this loop isn’t a thought experiment, it’s a requirement.

Long before the term became widely discussed, Tearline has been building toward this exact architecture: agents that can plan with intent, execute on-chain, observe real outcomes, and continuously refine their behavior inside decentralized systems. Clawdbot didn’t introduce a totally brand new idea, it provided a clearer lens through which many can now recognize what Tearline already enables – the Web3-native implementation of AI.

Planning in Web3 Means More Than Reasoning

Planning in decentralized environments is fundamentally different from traditional software systems. An agent must account for protocol logic, on-chain state, execution costs, liquidity conditions, and permissions before acting.

Tearline’s agent framework was designed around these constraints from day one. User intent is translated into structured, executable plans that align directly with smart contracts and on-chain workflows. Rather than generating abstract suggestions, Tearline agents produce action-based paths—what to do, where to do it, and under which conditions.

This planning layer is persistent, adaptive, and modular by design. Built in collaboration with LangGraph, Tearline enables agents to maintain memory across sessions, adjust strategies as on-chain environments change, and coordinate across multi-step workflows with clear state management.

Rather than a linear prompt-response flow, planning is represented as a graph of composable actions, making agent logic easier to extend, debug, and evolve over time. As a result, planning becomes a living process rather than a static output, continuously preparing agents for reliable execution in real on-chain contexts.

Execution Is Not an Add-On, It’s the Core

What distinguishes Tearline is not just that agents can plan, but that they can act.

Execution is a first-class primitive in Tearline’s architecture. Agents are able to directly carry out transactions, interact with protocols, and move value on-chain. All workflows can begin on ChatPilot, where intent is translated into executable actions. From there, GhostDriver makes execution transparent, allowing users to observe each step in real time where every action is explicitly tied to its logic, state, and outcome.

This matters because on-chain execution is irreversible and measurable. Decisions settle. Value moves. Errors cost money. Tearline treats execution with the rigor it demands, focusing on reliability, cost efficiency, and composability across all chains.

While many agent systems stop at recommendations, Tearline completes the full loop.

Observation and Iteration as Continuous Intelligence

True intelligence emerges through real feedback.

Tearline agents continuously observe execution results and market responses. These signals feed directly back into planning, allowing agents to refine strategies again and again. Successful behaviors are reinforced. Failed paths inform better decisions for the next time.

This closed-loop system including planning, execution, observation, and iteration enables agents to operate persistently. They don’t just respond to prompts, they evolve through each interaction. Clawdbot helped articulate this loop in a way the market could grasp. Tearline proves it can exist in Web3, where execution is decentralized and accountability matters.

After years of building, Tearline doesn’t just support the full agent loop. It operates the loop natively, on-chain, and at scale.

About Tearline

Tearline is building the Full-Chain AI Stack for Web3—composable, secure, and modular AI agents that perceive, reason, and execute across smart contracts, dApps, and traditional websites. Our three flagship products ChatPilot, GhostDriver, and FlowAgent are redefining how people interact with DeFi.

Website: tearline.io

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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OrbiSky awarded UK Space Agency contract for in-orbit manufacturing verification

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SkyYield will define process controls and verification for ZBLAN optical fibre manufacturing in microgravity

United Kingdom, 12th Feb 2026 OrbiSky has been awarded a UK Space Agency contract for “SkyYield” to define an end-to-end payload concept for manufacturing ZBLAN optical fibre in Low Earth Orbit, including the process controls and verification needed for commercial adoption. The work targets a practical bottleneck for in-orbit manufacturing: producing credible, auditable evidence that what was made in space meets acceptance requirements for real missions and real customers.

Sylvester Kaczmarek, Chief Executive Officer at OrbiSky, said: “SkyYield is about turning the unique conditions of microgravity into real-world capability. With UK Space Agency support, we’ll define a credible, end-to-end payload concept for manufacturing ultra-low-loss ZBLAN optical fibre in orbit, including the process controls and verification needed for commercial adoption. This is an important step towards new UK-led markets in space manufacturing, with clear benefits for telecoms and medical imaging.”

ZBLAN is a specialist optical fibre with the potential to deliver significantly lower signal loss than traditional silica fibre, with applications spanning telecommunications and medical imaging. Microgravity processing can improve material outcomes, but adoption depends on repeatability, monitoring, and proof of quality that customers can trust.

The UK Space Agency has identified in-orbit servicing, assembly and manufacturing (ISAM) as a priority capability area for UK leadership, growth, and national security. SkyYield supports that direction by focusing on the verification and acceptance layer needed to move from one-off demonstrations to operational capability.

More information is available in the UK Space Agency announcement and on OrbiSky’s website.

UK Space Agency announcement: https://www.gov.uk/government/news/new-studies-for-manufacturing-advanced-materials-in-orbit

OrbiSky: https://orbisky.com/

About OrbiSky

OrbiSky is a London-based space technology company focused on secure autonomy, verification, and assurance for space operations. The company builds practical trust mechanisms that help new space capabilities scale safely, with a focus on ISAM and in-orbit manufacturing.

Media Contact

Organization: OrbiSky

Contact Person: Sylvester Kaczmarek

Website: https://orbisky.com/

Email: Send Email

Country:United Kingdom

Release id:41337

The post OrbiSky awarded UK Space Agency contract for in-orbit manufacturing verification appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Press Release

Classic Marcite Enhances Outdoor Living with Premier Pool Resurfacing in Dr. Phillips, FL

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Classic Marcite, led by Mike Folta, is expanding its premier pool resurfacing and refinishing services to the Dr. Phillips, FL area, offering high-end Pebble Tec finishes and expert craftsmanship.

Orlando, FL, United States, 12th Feb 2026 — As Central Florida homeowners prepare for a season of sun and outdoor entertaining, Classic Marcite is proud to announce its expanded focus on providing high-end pool restoration services to the prestigious Dr. Phillips community. With over 30 years of industry leadership and a portfolio of more than 100,000 successfully completed projects, the company is reaffirming its commitment to transforming aging aquatic spaces into luxurious, resort-style retreats.

Under the leadership of owner Mike Folta, Classic Marcite has become the go-to provider for residents seeking to revitalize their outdoor living areas. The company specializes in identifying and correcting common signs of wear, such as surface staining, rough textures, and structural cracks. By utilizing an employee-driven model—rather than relying on subcontractors—Classic Marcite ensures that every pool resurfacing in Dr. Phillips, FL is executed with the highest standards of craftsmanship and accountability.

Expert Pool Refinishing for the Modern Homeowner

In 2026, the trend for backyard aesthetics has shifted toward sophisticated, durable finishes that offer both visual depth and longevity. Classic Marcite meets this demand as the largest authorized Pebble Tec applicator in Central Florida. Homeowners can choose from a wide array of premium materials, including Pebble Sheen, Pebble Fina, and Beadcrete, which provide a slip-resistant, natural-looking finish that withstands Florida’s intense UV exposure and chemical demands better than traditional alternatives.

“Our mission is to help families fall in love with their backyards again by combining traditional expertise with modern materials,” says Mike Folta, Owner of Classic Marcite. “In a community like Dr. Phillips, where the standard for home maintenance is exceptionally high, we treat every project as if we were working on our own personal pool. Our goal is to provide a finish that isn’t just beautiful on day one, but remains structurally sound and stunning for a decade or more.”

Comprehensive Pool Replastering and Restoration

Beyond simple aesthetics, the integrity of a pool’s interior shell is vital for preventing water loss and maintaining equipment efficiency. Classic Marcite’s meticulous process involves a multi-day protocol that includes draining, surface preparation, acid etching, and the application of a high-strength bond coat. This level of detail ensures that every pool replastering project results in a seamless, watertight finish.

The company also offers secondary services such as waterline tile replacement and deck refinishing, allowing for a complete backyard transformation. By choosing a specialized pool resurfacing company, homeowners benefit from a streamlined experience that typically takes only five to seven days from start to finish.

Commitment to Quality and Local Expertise

Classic Marcite’s deep understanding of local water tables and Florida’s subtropical climate allows them to provide tailored advice that general contractors often overlook. Their reputation for transparency and excellence is backed by decades of service and a commitment to using eco-friendly, low-waste techniques that minimize the environmental footprint of each renovation.

For those ready to upgrade their property, the team provides expert pool resurfacing in Dr. Phillips, FL and surrounding areas, offering free, no-obligation estimates to help homeowners plan their dream renovations.

About Classic Marcite

Established in 1988, Classic Marcite is a family-owned and operated pool renovation firm serving Central and North Florida. Specializing in both residential and commercial projects, the company is a licensed applicator of industry-leading finishes and has resurfaced over 100,000 pools. Under the guidance of owner Mike Folta, Classic Marcite continues to set the benchmark for quality and customer satisfaction in the pool industry.
Website: https://classicmarcite.com/

Media Contact

Organization: Classic Marcite

Contact Person: Mike Folta

Website: https://classicmarcite.com/

Email: Send Email

Contact Number: +14075216260

Address:430 Fairvilla Rd

City: Orlando

State: FL

Country:United States

Release id:41188

The post Classic Marcite Enhances Outdoor Living with Premier Pool Resurfacing in Dr. Phillips, FL appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Press Release

FinanceAndMarkets.com Introduces Updated Editorial Standards to Support Consistent Market Coverage

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Lead Contributor Cody Burgat emphasizes commitment to structured informational publishing

United States, 12th Feb 2026 – FinanceAndMarkets.com has introduced updated editorial standards designed to support consistency and clarity across its financial information platform.

The updated framework outlines internal publishing guidelines aimed at maintaining organized content presentation and structured topic segmentation. The platform stated that the changes reinforce its commitment to providing clearly categorized informational material across its coverage areas.

According to the company, the editorial updates focus on maintaining alignment in tone, formatting, and topic structure throughout the site. These refinements are part of an ongoing effort to ensure operational consistency as the platform continues developing its content base.

“Consistency in presentation and structure is essential for any digital publication,” said Cody Burgat, lead contributor of FinanceAndMarkets.com. “Our updated editorial framework helps maintain clarity while supporting long-term platform growth.”

FinanceAndMarkets.com operates as an independent digital media property providing informational content related to business and market developments. The platform does not provide investment advice, trading signals, or educational instruction related to financial decision-making.

About FinanceAndMarkets.com

FinanceAndMarkets.com is an independent financial information platform delivering structured editorial content related to business, markets, and economic developments. The site functions as a digital media resource focused on organized informational publishing.

Media Contact

Organization: FinanceAndMarkets

Contact Person: Cody Burgat

Website: https://financeandmarkets.com/

Email: Send Email

Country:United States

Release id:41294

The post FinanceAndMarkets.com Introduces Updated Editorial Standards to Support Consistent Market Coverage appeared first on King Newswire. This content is provided by a third-party source.. King Newswire makes no warranties or representations in connection with it. King Newswire is a press release distribution agency and does not endorse or verify the claims made in this release. If you have any complaints or copyright concerns related to this article, please contact the company listed in the ‘Media Contact’ section

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Disclaimer: The views, suggestions, and opinions expressed here are the sole responsibility of the experts. No Digi Observer journalist was involved in the writing and production of this article.

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