Pydantic AI is a Python-focused AI development framework documented by Pydantic. It supports building agents, realtime voice tools, image generation, and embeddings, with end-to-end typed interfaces for all supported models and providers.
An article by Benedict Evans discussing generative AI, Large Language Models and ChatGPT as a generational change in software automation, and considering what this means for employment and jobs. It compares the current wave with 200 years of past automation and asks whether new jobs will replace those displaced.
PyDy, short for Python Dynamics, is a workflow and set of software packages for studying multibody dynamics in Python. Its core is the SymPy mechanics package, which generates symbolic equations of motion for multibody systems, and PyDy extends that output to simulation, analyses, and visualization. It builds on NumPy, SciPy, IPython, matplotlib, Cython, and Theano.
Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.
Wordware is an AI context lab based in San Francisco, founded in 2023. Its core product is Sauna, an AI workspace that learns user preferences, identifies patterns in user work, reduces administrative busywork, and proactively supports user tasks.
AgentDock is a writing editor, Chrome extension, open prompt library, and agent API, all stated as live. The editor supports writing, citing, and publishing documents, with citations pulled from Zotero, Mendeley, and DOIs. An AI employee for business use is described as shipping Q3 2026.
BGPT MCP is an evidence layer for scientific AI, giving models searchable access to research papers with claims linked to experiments, results, scope and provenance. It works with MCP-compatible clients and supports SSE and Streamable HTTP endpoints, plus a search API with the search_papers and lookup_paper tools.
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An article by Benedict Evans discussing generative AI, Large Language Models and ChatGPT as a generational change in software automation, and considering what this means for employment and jobs. It compares the current wave with 200 years of past automation and asks whether new jobs will replace those displaced.
PyDy, short for Python Dynamics, is a workflow and set of software packages for studying multibody dynamics in Python. Its core is the SymPy mechanics package, which generates symbolic equations of motion for multibody systems, and PyDy extends that output to simulation, analyses, and visualization. It builds on NumPy, SciPy, IPython, matplotlib, Cython, and Theano.
Uses AI agents to complete tasks, coordinate tools or automate multi-step workflows.
Wordware is an AI context lab based in San Francisco, founded in 2023. Its core product is Sauna, an AI workspace that learns user preferences, identifies patterns in user work, reduces administrative busywork, and proactively supports user tasks.
AgentDock is a writing editor, Chrome extension, open prompt library, and agent API, all stated as live. The editor supports writing, citing, and publishing documents, with citations pulled from Zotero, Mendeley, and DOIs. An AI employee for business use is described as shipping Q3 2026.
BGPT MCP is an evidence layer for scientific AI, giving models searchable access to research papers with claims linked to experiments, results, scope and provenance. It works with MCP-compatible clients and supports SSE and Streamable HTTP endpoints, plus a search API with the search_papers and lookup_paper tools.
