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…consequential tasks while retaining control over execution, context, and architectural decisions. HumanLayer combines coding-agent sessions, plans, and code diffs in a collaborative IDE and cloud environment. Engineering reliable agents In …
…Kant founded and served as CEO of Athenian, a data-enabled engineering platform. That earlier work provides context for his later discussion of engineering productivity: alongside research on code models, his career included building a…
…with AI agents, with a growing emphasis on helping product and engineering teams build with their companies’ existing code and design systems. Choosing professional product teams In a February 2026 interview, Simons described a…
…plan. His work combines autonomous code generation with engineering controls: bounded tasks, validation feedback, and human intervention when the agent builds the wrong thing. He also teaches developers how to build coding agents…
…Stripe combined infrastructure development with recruiting and engineering management. His 2014 account provides earlier context for how he divided technical work and organizational responsibility. Earlier career: Stripe, 2010–2015 Brockman…
…on reducing bugs. Friedman also chose to prioritize product engineering and user experience before building proprietary models. In 2023, he described benchmarking models for different properties, including code understanding, instruction…
…team's language-model expertise accessible; Brady supplied the engineering and hiring perspective. Brady advocates interviews that simulate working together and criticizes arbitrary questions stripped of workplace context. He described…
…using an application as a user would. The browser also supplies context for research, planning, and other engineering activity. He favored screenshots and recordings as a way to communicate completed work to the user. Earlier foundations:…
…Daigle worked on GitHub’s integration platform. That earlier engineering work supplies context for his later discussions of APIs, automated execution and developer infrastructure. Earlier career: platform engineering and the move into…
…and durable session history. A practical vocabulary for context engineering In his June 23, 2025 article, Context Engineering for Agents, Martin organized existing approaches into four categories: write, select, compress, and isolate. He…
…point for revising their setups. Earlier career: security and engineering leadership Before Superhuman, Houssier worked in security and engineering management, providing context for his later responsibilities in product delivery and…
…training for software developers working with AI. He teaches AI engineering full-time and is building AI Hero to help web developers retrain as AI engineers. His Skills for Real Engineers collection turns practices such as design…
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