Custom Agents
Amp announced a new feature allowing users to create custom agents via plugins, which can serve as main agents, subagents, or worker agents with custom orb colors. The Plugin API provides primitives for defining agents, …
AI Tools news and analysis on Web Pulse: 25522 curated articles tracking the latest AI Tools developments, tools, and research, updated continuously from vetted sources.
Amp announced a new feature allowing users to create custom agents via plugins, which can serve as main agents, subagents, or worker agents with custom orb colors. The Plugin API provides primitives for defining agents, …
AMD Radeon GPUs, both integrated and discrete, now support running large language models locally through open-source tools like Lemonade, LM Studio, Ollama, and llama.cpp. A new guide provides step-by-step instructions f…
The Open Knowledge Format (OKF) bundle is a new convention for packaging knowledge bases as a tree of Markdown files with typed front matter, enabling AI agents to ingest an entire corpus in a single fetch instead of scr…
A developer outlines a three-step process for authoring technical content with AI assistance, using separate prompt files for brainstorming and section generation. The method emphasizes crafting detailed initial prompts …
Action items are specific tasks with a single owner, defined deliverable, and concrete deadline, structured as 'who does what by when.' AI notepads can automatically extract action items from meeting transcripts, allowin…
Apple's native iPhone apps like Notes and Voice Memos capture audio but require manual post-processing to create structured meeting notes, while AI-powered apps like Granola, Otter, and Minutes offer automated transcript…
Lightpanda released a native agent that achieves 0.830 accuracy on GAIA and 0.697 on AssistantBench, cutting task completion time to 86 seconds on GAIA by eliminating MCP serialization overhead. The improvements stem fro…
Conductor 0.68.0 introduces markdown frontmatter separation, experimental OpenCode support, and new keyboard shortcuts for editing and previewing files. The update also fixes several issues including GitHub API rate limi…
CodeRabbit CEO Brandon Gubitosa argues that the real bottleneck in code review is understanding code, not reviewing it, as AI-generated code increases volume and complexity. He claims AI-written pull requests have 75% mo…
Datasette launched a new plugin, datasette-apps, that allows users to host custom HTML+JavaScript applications inside a Datasette instance. The apps run in a sandboxed iframe with strict CSP headers to prevent data exfil…
GitHub will deprecate the Opus 4.6 (fast) model across all Copilot experiences on June 29, 2026, urging users to migrate to Opus 4.8 (fast). Enterprise administrators must enable the alternative model through Copilot set…
A new evaluation benchmark, AA-Briefcase, measures frontier knowledge work performance, with models like Claude Opus 4.8 averaging 24 minutes per task and achieving an Elo of 1356, while MiniMax-M3 takes longer but score…
Amazon SageMaker AI now emits over 100 detailed inference metrics and provides a built-in Insights dashboard in Amazon CloudWatch, enabling teams to monitor and debug generative AI inference endpoints at scale. The dashb…
A developer launched an MCP server offering 337+ tools on a pay-as-you-go basis with no subscription, charging $5 for 500 calls. The server includes tools for weather, crypto, finance, web search, DNS, colors, AI chat, t…
Peter Harris published a Hackster.io project on June 12, 2026, demonstrating natural-language control of a Raspberry Pi 4 using Cursor AI and the Model Context Protocol (MCP). The project uses Orbit OS, an Android-like e…
Florida tech firm Aurelian has developed an AI-powered call taker named Ava to handle routine non-emergency police calls in Los Angeles, where 911 response times are lagging. The system addresses chronic dispatcher short…
A developer released Hermzner, an open-source tool that provisions a hardened Hermes AI agent on a Hetzner VPS using rootless Podman and Tailscale. The setup includes Terraform and Ansible scripts for deployment, with se…
Unsloth launched Unsloth Studio, a desktop application for Mac and Windows that runs AI models offline, supporting GGUF and Safetensors formats with tool-calling, web search, and an OpenAI-compatible API. The tool enable…
A developer canceled their $240/year ChatGPT subscription and built a private AI system running entirely on a 2018 laptop. Using Ollama, the nomic-embed-text model, and Qdrant vector database, they created a semantic mem…
Microsoft released VS Code 1.125 on June 17, fixing the remote browser proxy for SSH tunnels, adding a two-hour delay for extension auto-updates to improve security, and introducing a Copilot budget dashboard in the stat…