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Showing 1-9 of 9Results matching "Agent harness"

Today

1 story

3 hours ago

Oracle Publishes Agent Design That Keeps Credentials and Proof Outside the Model

Oracle’s proposed harness treats a model’s output as a request for action, leaving systems outside the model to authorize work, retain state and verify its result. Oracle has published guidance for production AI agents that separates reasoning from operational authority. The distinction addresses a failure that can appear after an agent has done much of the underlying work.

2 min readRead story

Yesterday

1 story

Launch Tools

Yesterday

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.

3 min readRead story

Last week

3 stories

Benchmark Tools

Aug 28, 2026

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.

3 min readRead story

Open release Tools

Aug 28, 2026

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.

3 min readRead story

Enterprise adoption Tools

Aug 25, 2026

Ora Adopts Vercel’s Eve After Its Benchmark Found Fewer Steps and Lower Costs

The adoption turns Ora’s testing stack into its production stack, letting it trace its own eve-powered agents in the same environment used to inspect rival harnesses on customer websites. Ora, which sends AI agents through customer website journeys, now builds its own agents on Vercel’s eve framework. Those figures need a clear boundary.

3 min readRead story

August 2026

4 stories

Open release Tools

Aug 22, 2026

TrueForge Puts the Agent Harness, Not the Model, at the Center of Cost Control

The open-source release turns the session layer around an AI model into a deployable product. Its reported savings are promising, but rest on a small enterprise benchmark and leave real-world transfer unproven. The wager is that teams can reduce the cost of running agents without first accepting a weaker model.

3 min readRead story

Open release Tools

Aug 19, 2026

TrueFoundry Gives Away Its Agent Runtime to Sell the Layer Beneath It

TrueForge gives teams a self-hosted way to run the loop around an AI agent. Its commercial bet is that governance, routing and cost controls become more valuable once those agents reach production. TrueFoundry has released TrueForge, an MIT-licensed runtime for building and operating AI agents.

4 min readRead story

Launch Tools

Aug 18, 2026

TestMu’s New Agent Test Shows What It Can’t Verify

Agent Assurance is built around observable effects rather than an agent’s own account of its work. Its central unresolved test is whether that evidence-based scorecard predicts safer behavior in real systems. TestMu AI has launched Agent Assurance, a testing product for AI agents that can change files, call tools, access APIs and open pull requests.

3 min readRead story

Launch Tools

Aug 16, 2026

Meta Launches Muse Code With a 92% Discount for Training Rights

The beta agent can modify and check code across large repositories, but its cheapest tier lets Meta train on the prompts and outputs routed through it—a trade teams must assess before plugging in their development work. Muse Code is in beta and runs on the newly released Muse Spark 1.2 model. Muse Code was built by Alexandr Wang’s team and announced on X by Mark Zuckerberg.

5 min readRead story