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Showing 1-18 of 22Results matching "Agent Operating System"

Today

1 story
LaunchTools

xAI Publishes Procurement Bot Prompt That Requires Approval for Vendor Messages—and Bars Purchases

The Haggle Bot template turns vendor savings into a persistent agent workflow: inspect live spend and usage, price alternatives, and prepare negotiations while keeping external outreach and financial commitments behind separate limits. The published configuration asks an organization to specify where spend, contracts, usage data, vendor dossiers, and colleagues can be reached.

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Yesterday

1 story

Earlier this week

9 stories
PartnershipTools

LangChain Adds Agent Payments With Spending Caps, but Settlement Questions Remain

The Nevermined integration lets an agent purchase data and API access during a task under delegated-card limits. An open repository issue, however, raises a separate question about whether some paid results can be released when settlement fails. LangChain is offering a path for agents to buy the APIs and data services they need while working, rather than stopping for a person to complete checkout.

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Open releaseTools

Oracle Publishes AI Agent Blueprint That Keeps Database Writes Under Human Approval

Oracle’s supply-chain sample connects chat interfaces to inventory recommendations, but limits execution to a procedure-backed, audited database path after a planner approves it. Oracle has published a supply-chain reference application for showing database-calculated inventory-transfer recommendations in AI chat interfaces. That lets a task-specific interface appear without running agent-generated frontend code.

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LaunchTools

Google Launches Fairwind to Give Selected Defenders AI Tools for Finding and Fixing Flaws

The program draws a line between broadly available code-security tooling and restricted access to Gemini 3.8 Flash Cyber, reflecting the dual-use risk of AI that can identify and repair software weaknesses. Google has launched the Fairwind Program, a limited-access channel for governments and trusted partners to use AI systems that can find, verify and fix software vulnerabilities.

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Open releaseTools

Tailscale Releases Tailcat for Encrypted Machine Links Without Accounts or Admins

The new open-source utility makes Tailscale’s connection layer available to isolated and short-lived systems, but leaves token sharing, access decisions and reliable fallback infrastructure outside the tool. Tailscale has released Tailcat, an open-source Go package and command-line tool that creates encrypted connections between two machines without accounts, logins, administrators or a control plane.

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Open releaseTools

Vanta Releases 65 Agent Controls, Drawing a Line Between Governance and Runtime Enforcement

The open-source library gives organizations a shared way to document and assess agent risk, but it does not stop an agent action while it is running. Vanta has moved Agentic Trust Controls into general availability with 65 open-source controls for organizations that build or deploy AI agents. Vanta maps the controls to ISO 27001 and ISO 42001, with mappings to SOC 2 and the NIST Cybersecurity Framework planned.

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LaunchTools

Google Updates Antigravity Teamwork, Putting Long-Running Agent Critique in Paid Preview

The update packages critique, verification and synthesis into reusable agent-team patterns. Google’s results suggest the orchestration can produce useful work, while the preview’s lower-parallelism setup and model mix limit direct comparisons with its research runs. Google has updated Teamwork, its Antigravity framework for AI-agent teams that can work through complex tasks for hours or days.

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Last week

4 stories
BenchmarkTools

Perplexity Search API Sweeps Artificial Analysis Test, but Medium Context Wins

The result gives developers a concrete retrieval-quality lead to test, while showing that sending an agent more page text is not automatically the best route to better answers. Perplexity ’s Search API occupied the top three positions in Artificial Analysis’ Search Index, with its medium-context setting scoring 80. Search APIs give an AI agent web results and extracted page material to reason over.

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Open releaseTools

Visa’s VVAH Adds AI Patch Writing Across 11 Stages, Leaving Merge Decisions to Humans

The open-source harness now moves from detection through candidate remediation and adversarial validation. Its default can alter a repository’s working copy, while build, test, review, and merge controls remain outside the tool. The consequential boundary is that VVAH edits source files by default, but Visa says it does not merge changes or replace an organization’s normal build, test, and review flow.

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Open releaseTools

Experiential Open-Sources an Agent Router That Learns From Traffic, but Results Are Unverified

The project turns an agent’s past requests into evidence for model selection and training, but its cost and quality gains remain company-run benchmark results. Experiential offers a familiar promise: one endpoint for many model providers. It also makes a harder claim—that its gateway can learn from an agent’s production traffic and steer future work toward a better balance of cost and quality.

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Open releaseTools

Nvidia’s NeMo Switchyard Routes Agent Calls Across Models, Not One Default

The open-source routing layer can switch models as an agent encounters tool results and errors, but companies must now test the routing policy itself as prices and capabilities move. Nvidia has released NeMo Switchyard, an open-source Rust-based proxy and library that routes large-language-model traffic across models and providers. A router is not the agent manager The boundary matters.

4 min readRead story

August 2026

3 stories
BenchmarkTools

InferenceX Adds 11 Telemetry Views to AgentX, Exposing What Benchmark Curves Hide

The new exploration layer makes cache setup, bursty subagents and queue behavior inspectable, but its best-curve design means readers must still examine each point’s underlying configuration before treating a curve as a like-for-like comparison. A throughput curve can make two inference systems look nearly identical. The distinction reflects the workload AgentX is designed to measure.

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BenchmarkTools

LinkedIn Measures AI Code Review Against Merged Code

The company’s reported acceptance rate is a useful outcome measure, but the more transferable design is a controllable review pipeline: local rules, pre-posting filters and infrastructure built for monitoring. LinkedIn has built a multi-agent AI code-review platform that evaluates suggestions against the code that ultimately gets merged. LinkedIn reported that 63.9% of suggestions in that evaluation were accepted.

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