Mental Models for LLMs
Felix Dietze published a compact set of mental models for LLMs, condensed to a definition and an application instruction for each, finalized with the model openai/gpt-5.6-sol and formatted for pasting into an AGENTS.md o…
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Felix Dietze published a compact set of mental models for LLMs, condensed to a definition and an application instruction for each, finalized with the model openai/gpt-5.6-sol and formatted for pasting into an AGENTS.md o…
Dataminr Inc. integrated its threat detection feed and agentic AI tools into Crisis24 Horizon, the risk management platform from Crisis24 Inc., announced at the Global Security Exchange conference in Atlanta. The integra…
A developer has proposed a workspace-level billing reference mechanism for GitHub Copilot that would let enterprises attribute AI usage costs to specific customers, projects, or organizational units rather than aggregati…
Bluebox launched an "investigation" feature that lets its AI agent diagnose production incidents end to end, generating a formatted report covering system status, root cause, and customer impact plus GitHub issues. Inves…
Copado Inc. announced it is extending its Agentia agentic AI DevOps platform for Salesforce with a new Headless offering that uses Model Context Protocol and command-line interfaces to bring AI agents directly into devel…
Honeycomb announced that Canvas, its AI-guided observability workspace for building AI agents, is now Generally Available for all Honeycomb users, with connectors including GitHub and Linear currently in Beta and general…
A developer released Otis, an open-source AI agent that runs local and hosted open-weight models with a privacy-focused design. On setup, Otis recommends a local model based on the host hardware, downloads it, and runs i…
Developer Sean Meverett released Shared Memory, a free static Hugging Face Space and MIT-licensed MCP connector that lets one agent post source-linked findings for other agents to reuse. The connector exposes three MCP t…
Researchers introduced DataFlex-RL, an evaluation platform for comparing data policies in reinforcement learning with verifiable rewards (RLVR) under a common GRPO recipe. The platform targets how RLVR data policies deci…
A developer describes running three parallel workstreams — design, build, and test — off a single discovery session in an AI-augmented SDLC, arguing that sequential delivery persists because of a "Blame Myth" in which de…
Noah, a student based in the UK, launched Vigilator, a framework-agnostic human-in-the-loop layer that lets teams interrupt AI agents mid-task, get a human decision, and resume, with support focused on Mastra, Langchain …
A developer published a comparison of traditional RAG versus agentic RAG architectures in .NET using Semantic Kernel, reporting that traditional retrieval-augmented generation costs about $0.004 per query with 2.1s p95 l…
A developer collected 558 public AGENTS.md files and labeled them against a nine-category taxonomy using an auditable rule-based classifier, achieving 92% precision and 70% recall on 55 held-out English files and 88%/73%…
Two high school students, Aayush Bathija and Prince Rohatgi, working with UCLA postdoctoral fellow Daniel Soskin, published a 75-page arXiv paper titled "Bounded Ratios for Lorentzian Polynomials" that extends coefficien…
A developer built a loopback-only Node.js proxy to prototype the reader interface for northway, a Go service that generates ranked, source-backed news feeds for AI agents. The proxy keeps the upstream API key server-side…
Shopify migrated its Shop mobile app from React Native to native Swift and Kotlin in twelve weeks, citing coding agents as the reason the cost of maintaining separate implementations changed, according to Shopify's engin…
OpenBMB shipped VoxCPM2, a 2B-parameter text-to-speech model that generates speech directly in a continuous latent space with no discrete audio tokens, covering 30 languages from raw text without a phoneme frontend or la…
Codacy released Codacy Skills, a set of tools that teach coding agents such as Claude Code to run Codacy from the terminal, in the fourth and final post of its series. The Analysis CLI Skill scans and fixes code before a…
Grok Bot designers John Bai and Peng Zheng use AI agents to build personal sites and product prototypes, including Peng's self-updating personal website that runs on Grok Bot as its entire backend pipeline with no CMS an…
Developer callbacked released Kinesis, a native Swift macOS app that lets users control their Mac with the Meta Neural Band, enabling gestures such as swiping between desktops, opening Mission Control, controlling music,…