AI Agents & Automation
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Cognee replaces your graph DB, vector store, and session DB with one Postgres
Agent memory is having a moment, and Cognee just rode it to 23.7k GitHub stars — up 700+ in a single day. It’s an open-source long-term memory layer that gives AI agents persistent recall across sessions, instead of stuffing everything back into the context window. What it actually does Feed Cognee your data in any… Continue reading
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HackerRank hiring-agent scores resumes by digging into your GitHub
Resume screening is the part of hiring everyone hates and nobody does well. hiring-agent, an open-source tool from HackerRank (interviewstreet) trending on GitHub, automates it — and notably, it doesn’t just read the resume, it goes and checks your code. ## How it works The agent converts a resume PDF to markdown with PyMuPDF, then… Continue reading
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Orca is an agent development environment for running a fleet of parallel coding agents
One coding agent is useful; a dozen running at once is chaos to manage. Orca, from Stably, is an ADE — an agent development environment — built to run a whole fleet of coding agents in parallel, on desktop and mobile. ## What it does Orca is agent-agnostic: if it runs in a terminal, it… Continue reading
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Qwen-AgentWorld is a language model that simulates 7 agent environments
Training agents in the real world is slow, fragile, and expensive. Qwen-AgentWorld, a new model from Alibaba’s Qwen team, takes a different route: it’s a language model that simulates the environments agents act in, so you can train them against a model instead of the real thing. ## What it does Qwen-AgentWorld is billed as… Continue reading
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Claude Tag turns Claude into an always-on teammate inside Slack
Anthropic wants Claude to stop waiting for prompts and start acting like a coworker. Claude Tag, launched June 23 in research preview for Enterprise and Team customers, drops Claude into Slack channels as an always-on teammate you summon with @Claude. ## What it does Tag it in a thread and Claude reads the conversation, breaks… Continue reading
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HyperFrames turns HTML into MP4 video that AI agents can render
AI agents are already fluent in one thing: writing HTML. HyperFrames, HeyGen’s open-source framework, turns that skill into video — an agent writes an HTML file, HyperFrames renders a deterministic MP4. It’s been surging on GitHub this week as teams wire it into agent pipelines. ## How it works A composition is just an HTML… Continue reading
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Sakana Fugu orchestrates a pool of LLMs behind one API call
The hard part of multi-agent AI was never the models. It was the wiring — routing, planning, verifying, stitching outputs back together. Sakana Fugu, released June 22 by Tokyo’s Sakana AI, buries all of that inside a single model you call like any other. ## What Fugu actually is Fugu isn’t a bigger LLM. It’s… Continue reading
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Alteryx Agent Studio turns trusted data workflows into autonomous AI agents
Enterprises have years of trusted data workflows and business logic locked inside analytics tools — and that’s exactly the context AI agents usually lack and hallucinate around. Alteryx Agent Studio, entering preview in June, tries to convert that institutional logic directly into autonomous agents. ## What it does Agent Studio is an in-platform agentic workflow… Continue reading
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Genpire turns a prompt or sketch into factory-ready product specs
Most “AI product” tools stop at a pretty picture. Genpire, an agentic product-development platform, tries to carry a physical product idea all the way from prompt to factory — generating not just visuals but the specs a manufacturer actually needs to build it. ## What Genpire does You start with a text prompt, a sketch,… Continue reading
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Snowflakes Data Science Agent builds an ML pipeline from a plain-English prompt
Building a machine-learning pipeline is still slow, manual work — feature engineering, model selection, tuning, glue code. Snowflake’s new Data Science Agent, unveiled at its 2026 Summit, tries to collapse that into a prompt: describe the problem in plain English and it returns a fully executable ML pipeline. ## What it does The agent uses… Continue reading
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