Two Foundry released TrueForge, an MIT-licensed, model-agnostic open-source agent harness that adds sandboxing, code mode, human-in-the-loop approval gates, and context management to production AI age…
A new system called BountyDesk uses an LLM agent to automate bug bounty triage while requiring human approval before any verdict is published, built on the TrueForge agent harness and Daytona sandbox.…
Priyanshu Singh built AutoFix-Agent, an autonomous CI/CD failure remediation system using TrueForge, Qodo AI, and the Model Context Protocol. The agent automatically analyzes GitHub Actions failures, …
A developer discovered a critical security flaw in TrueForge, an open-source AI agent harness, where a tool without annotations bypasses the approval gate and can execute production changes without hu…
A developer built Data Watchdog, a two-gate approval agent on TrueForge, during the WeMakeDevs Agent Harness Hackathon. The agent combines a GitHub issue creator and a SQL analytics tool, pausing for …
A developer built AutoVault, an autonomous AI security operations agent using TrueFoundry's open-source TrueForge harness, which detects ransomware in 0.3 seconds and spawns parallel subagents for inv…
A developer built Verdict, an evidence-first agent harness that turns GitHub issues into bounded investigations, requiring bugs to be reproduced before being fixed. The tool uses three subagents—Hunte…
An engineer built TrueSRE, an autonomous multi-agent platform for Site Reliability Engineering that diagnoses and remediates production outages in under 25 seconds. Built on the TrueForge Agent Harnes…
A developer built TreasuryForge, an autonomous treasury management agent for the WeMakeDevs × TrueFoundry Agent Harness Hackathon, using TrueForge's agent harness. The agent manages a simulated portfo…
A developer built Undox, a TrueForge agent that automates data-broker opt-outs with approval-gated submissions, for the WeMakeDevs × TrueFoundry × Qodo agent-harness hackathon. The system uses a custo…
An engineer built Mayday, an AI incident responder that enforces human approval for state-changing actions at the tool layer, making unsafe actions structurally impossible until a human approves. The …
A developer built SentryOps, an autonomous incident response agent for production infrastructure, during The Agent Harness Hackathon. The agent, powered by TrueForge and code-reviewed by Qodo, follows…
A developer built an AI-powered incident response agent called Auto-Patch Agent that automates the workflow from production failure to code fix. The agent investigates the repository, identifies the r…
Patchwork-AI, an autonomous developer agent, was developed to automate code reviews and bug detection. It integrates TrueForge for backend operations and Qodo for advanced code analysis, enabling non-…
A 2026 survey of 247 papers on LLM-agent security concludes that securing AI agents is a systems problem spanning information flow, delegated authority, and persistent state, rather than a prompt-filt…
TrueFoundry has released TrueForge, an open source agent harness that the company claims can cut token costs by up to 75% compared to provider-managed harnesses. In company benchmarks, TrueForge reduc…
NVIDIA's general-purpose coding agent AVO scored a perfect 100.00 RHAE on the ARC-AGI-3 public set, clearing all 183 levels across 25 environments with no instructions, rules, or stated goals, while C…
TrueFoundry has released TrueForge, an open-source agent harness that provides the runtime layer for turning an LLM into a working agent, including model calls, MCP tools, skills, sandboxing, approval…
Anthropic reported in June 2026 that its typical engineer was merging 8 times as much code per day in Q2 2026 as in 2024, attributing the gain to 'context engineering' rather than model or team change…
TrueFoundry launched TrueForge, an open-source AI agent harness that supports models from OpenAI, Anthropic, and 20 others, claiming up to 75% lower operating costs compared to Anthropic's Claude Mana…