7 entries
Keyword: agentic-workflows
X post:rvaniaaa
rvaniaaa contends that the primary bottleneck in multi-agent workflows is geometry rather than model intelligence. Switching from sequential agent chains to graph-based architectures allows parallel execution and substantially reduces overall execution time.
2.9kbookmarks233.5kviews
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
X post:nicco
Citing a Stanford lecture by Andrew Ng, author nicco highlights why zero-shot prompt engineering is reaching its limits and being replaced by autonomous execution graphs, supported by a guide on moving away from linear agent chains.
275bookmarks25.1kviews
X post:Hanako
Hanako breaks down the limitations of conventional evaluations in AI systems, contrasting them with loop and graph architectures. While evals only report failures after execution completes, loops act as gating mechanisms between individual steps to halt compounding errors.
96bookmarks8.3kviews
Article:Kuldeep Paul
A guide by Maxim AI reviews five prominent no-code platforms for building AI agents and highlights why systematic evaluation is critical before deployment. By exposing HTTP endpoints or webhooks, agents built in n8n, Gumloop, MindStudio, Lindy, and Relevance AI can be tested systematically against quality and reliability metrics.
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:seeco
Developer seeco outlines an architecture dividing Claude skills into real-world departments such as development, design, finance, and legal. A linked guide details Dynamic Workflows in Claude Code, where the model generates its own JavaScript execution harnesses on the fly.
1.1kbookmarks117.8kviews
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