AI Agents news and analysis on Web Pulse: 12401 curated articles tracking the latest AI Agents developments, tools, and research, updated continuously from vetted sources.
FactIQ launched a real-time economics and finance database designed for AI agents to perform investment research. The platform sources, cleans, and standardizes data from SEC filings and macroeconomic releases, offering …
The United Nations warned Tuesday that misinformation and hate speech, exacerbated by artificial intelligence, are inciting real-world harm to refugees and humanitarians. UNHCR called on tech companies to partner and inv…
A developer built an evaluation harness for AI agents to catch silent regressions and tool-call errors that manual testing misses. The harness uses four graders—Truth, Path, Judge, and Gate—to check tool arguments, traje…
A developer discovered that free government APIs can return misleading HTTP 200 responses with error bodies, as seen with REST Countries and the US Census API. The developer verified ten keyless government APIs on July 6…
A developer built severity_gate.py, an offline tool that gates agent deployments based on failure severity rather than a flat pass-rate. The tool returns SHIP, REVIEW, or BLOCK by reading per-severity distributions, and …
A developer built a fault-tolerant AI agent workflow using Temporal and CrewAI that survives process crashes, enforces retry policies, and blocks on human approval for unbounded periods. The reference implementation auto…
A developer discovered that symlinks for Cursor agent and skill support already existed in the ai-assistant-dot-files repo but had been forgotten, leading to a maintenance gap. The team fixed this by updating documentati…
A developer built an agentic farm advisory assistant using Gemma 4 and Google AI Studio's Gemini API. The assistant diagnoses crop issues from photos, checks weather-based planting windows, and logs farm activity through…
An engineering team rebuilt an incident detection system after initial failures where engineers trusted the system's top hypothesis only 35% of the time. The key lesson was that system context—such as deploy tracking, to…
Anthropic extended free access to its most powerful Claude Fable 5 model for paid subscribers through July 12, 2026, adding five bonus days beyond the original July 7 cutoff. Pro, Max, Team, and select Enterprise users c…
The author expresses concern over OpenClaw as a sign that agentic AI has arrived, but notes that the past seven months have not seen the expected rapid progress. They question whether AI advancement is slowing or if low-…
Rlm-Workflow, a new agent skill for coding assistants like Codex, implements a structured kanban-style workflow to improve code quality, traceability, and context management by keeping specifications out of chat and usin…
A developer explains how agentic AI differs from standard conversational models by executing multi-step tasks with self-correction. Using the ReAct framework, agents break goals into sequences of actions, observe results…
Anthropic's Claude Code and Claude Agent SDK enable developers to build agentic applications by combining a terminal-based agent loop with a programmable SDK. The SDK's query() function returns an async stream of typed m…
A developer building Lynkr, an open-source LLM router, explains why routing coding-agent requests to cheap local models often breaks agentic sessions. The root cause is that static routing rules measure request size rath…
A developer's memory engineering system for AI assistants uses a promotion lifecycle with explicit rejection rules, treating memory like code review. The system, documented in 'ai-assistant-dot-files', requires human app…
A debate in AI agent development argues that MCP servers are unnecessary for single-user tasks, where simple 'skills'—folders of instructions and scripts—suffice. Skills run in the user's own context with existing creden…
A developer deployed a coding agent that scored 94% on an industry benchmark but failed in production on the first real edge case because the benchmark measured single-turn success while actual work required multi-turn r…
CodeRabbit launched its AI agent on Discord, offering open source maintainers a free tool to automate repetitive tasks like answering setup questions, triaging bug reports, and drafting fixes. The agent, already used by …
A security researcher demonstrated a prompt injection attack on Anthropic's Claude Code using the Fable-5 model, achieving remote code execution (RCE) 4 out of 10 times by tricking the agent into downloading and executin…