6 entries
Keyword: software-engineering
X post:Gergely Orosz
In an in-depth report, Gergely Orosz explores internal operations at OpenAI, where Codex and ChatGPT Work have evolved into the operational foundation across technical and non-technical teams. Powered by deep integrations with systems like Slack and Kubernetes, automated feedback loops like 'Perf Factory' are reshaping engineering workflows and organisational structures.
6.5kbookmarks456.2kviews
Link:The Cognition Team
Cognition has published FrontierCode, a benchmark and leaderboard evaluating whether pull requests generated by AI models would realistically be merged by open-source maintainers. Scoring relies on unit tests, verifiers, and maintainer-defined rubrics.
From Video: Cognition President Russell Kaplan on Coding Agents, Benchmarks, and Model Routing
Repository:disler/super-simple-software-factory
Super Simple Software Factory is an open-source framework designed to create repeatable, reliable software development workflows using AI. Deterministic Python controls sequencing, retries, and acceptance criteria, while coding agents operate as bounded nodes inside defined execution phases.
796starsPython
From Video: Super Simple Software Factory: Combining Agent Workflows with Deterministic Code
X post:Lalit Maganti
In an essay shared by Kuro, Lalit Maganti details his strategy for discovering meaningful problems as a Staff Engineer. Instead of dedicated brainstorming sessions, he recommends acting like a sponge in day-to-day communication, letting problems accumulate, and finding the underlying shape behind disparate requests.
455bookmarks19.3kviews
X post:Kirill
This article explores strategies for reducing the operational costs of AI agents by shifting from traditional loop-based execution to graph-based architectures. By re-engineering how agents process tasks, developers can achieve significant efficiency gains that outperform simple model improvements.
431bookmarks317.2kviews
X post:Limestone Digital
Limestone Digital presents a framework termed the 80/20/0 rule to balance AI agent productivity with safety and code quality in software engineering.
22bookmarks5.7kviews
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