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Local agent harness used to run observe-think-act loops, read project files, use tools, and produce finished outputs.
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Plans and directs the website-scraping, classification, and data-enrichment workflow through prompts and Apify integration.
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Used as the skill-based workflow for turning existing knowledge into a digital product.
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Used to understand the codebase, estimate rough levels of effort, inspect product logic, and investigate how the product behaves.
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Performed SEO and blog-automation work and helped build websites and applications.
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Vibe-codes browser-based linkable tools, demonstrated by creating an inventory calculator.
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Executes described software ideas and supports coding and research workflows.
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Provides a coding-agent environment used alongside independent agent labs.
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Runs reusable skills, creates content, builds the product landing page, and coordinates connected workflows.
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An intermediate implementation option in which graph steps write files and leave a paper trail.
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Helps build personalized applications and automate workflows, including the grant-application process.
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Coding agent used as an example of planning software tasks, navigating repositories, editing files, executing commands, and iterating from feedback.
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An AI coding assistant used to reduce cognitive load and automatically apply a team's coding style.
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Coding agent included in the agent stack used alongside Paper.
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AI coding agent used in the workflow that TDD Guard initially supported.
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Agent harness used to review Codex's work, research contracts and previous agreements, critique thumbnails, and potentially verify recurring tasks.
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AI coding assistant used to build and modify the complex clipping application.
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Agentic coding harness used to access codebases, run tools, execute long-running tasks and orchestrate other agents.
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AI-assisted coding and document workflows; used with reversions, version checks, and verification loops after generated changes.
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Example of using a Markdown file named Claude.md as persistent semantic memory containing project architecture, coding conventions, build commands, frameworks, and prohibited practices.
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Coding engine placed under IBM's software-development harness.
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Runs agent skills and their executable scripts.
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Runs the explainer-video workflow: topic selection, fact verification, scriptwriting, voiceover generation requests, scene planning, visual specification, and project organization.
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Used in a terminal-based workflow to build the marketing OS, process marketing tasks, and maintain feedback loops.