AI Agents news and analysis on Web Pulse: 13940 curated articles tracking the latest AI Agents developments, tools, and research, updated continuously from vetted sources.
Researchers introduced the Predictive Confidence in Reward Learning (PCL) algorithm, which enables large language models using reinforcement learning to assert confidence during training and adapt to dynamic environmenta…
Anthropic published an essay revealing that over 80% of its production code is now written by Claude, with engineers shipping roughly eight times more code than in 2024. The essay argues that as AI automates code executi…
A developer explains that function calling is the core mechanism enabling AI agents to perform external actions like sending emails or querying databases. The quality of tool definitions—name, description, and parameter …
A technical analysis maps emerging AI tools—Tessl, Goose, Archestra, Kestra, Modelplane, RAG, and MCP—onto distinct layers of an agent loop architecture, revealing that while tools will change, the underlying layers rema…
OrinIDE v1.0.8, an AI-powered code editor that runs entirely in the browser without cloud accounts or subscriptions, now supports offline AI models via Ollama and introduces a 4-agent workflow for planning, building, rev…
A developer argues that replacing code with specifications as the source of truth is flawed because specs can be wrong for production realities. They cite an example where a payment system's spec called for exponential b…
A developer predicts that the AI age will hit hard before it heals, arguing that AI is still underestimated and will reshape jobs, power, and society. The developer forecasts that by around 2030, AI could reach a level r…
Flowork (floworkos) introduces an autonomous agent architecture that allows agents to self-extend capabilities by writing and registering new tools at runtime, moving beyond rigid state machines. The system features a mu…
NVIDIA and academic researchers introduced ASPIRE, a self-improving robotics framework that achieves 31% zero-shot success on LIBERO-Pro long tasks. The system uses a coordinator-actor architecture with closed-loop execu…
Developer Akshay Gupta open-sourced Postgres MCP Server, a Go-based MCP server that connects AI coding assistants like Claude Code and Cursor directly to live PostgreSQL databases. The server exposes nine tools for query…
A developer provides a hands-on guide to building an AI agent using LangChain in 2026. The tutorial covers creating a research assistant agent with tools like web search and Wikipedia, adding memory for context, and best…
Varela, a self-mutating agent harness inspired by Neuromancer, rewrites its own source code while running and hot-reloads, logging every run to turn repeated wins into new tools and failures into lessons. Built with zero…
A developer building a coding agent's memory system chose SQLite's FTS5 full-text search over vector search, arguing that for structured, keyword-dense content like stack traces, logs, and error codes, exact-match retrie…
Bilawal Sidhu, a former Google AR/VR product manager, built a 4D scene reconstruction called IronSight using footage from two pairs of Ray-Ban Meta smart glasses and Anthropic's Claude Fable 5 AI model. The weekend proto…
Christopher Karani released Orca, an open-source safety layer that intercepts and enforces policies on autonomous AI agents before they execute destructive commands like file deletion or secret leaks. The tool sits betwe…
Independent developer Christopher Karani released Orca, an open-source runtime safety layer that intercepts and can block or require approval for risky actions by autonomous AI coding agents such as Claude Code, Codex, a…
A developer created Crew, a tool that connects multiple Claude Code sessions by injecting each agent's status and messages into others' context, enabling coordination and emergent behaviors like task delegation and peer …
Two critical vulnerabilities in Cursor IDE, collectively named DuneSlide and disclosed July 1 by Cato AI Labs, allow zero-click remote code execution via prompt injection, scoring 9.8 on CVSS 3.1. The flaws, CVE-2026-505…
AgentOps Debugger, an agentic application for investigating environmental-compliance history in Peru, revealed six critical bugs only exposed by live model output, not offline tests. The system, designed as offline-first…
A study reveals that JSON-Schema grammar-based token masks can silently block tool calls in LLM agents, preventing function invocation even when the model intends to use them. Researchers propose a lightweight two-pass i…