Using One Agent Across Multiple Machines
Syncless has launched Devices, a feature that lets a single AI agent operate across multiple machines simultaneously in one conversation turn, eliminating the need for SSH tunnels, remote desktops, or…
Syncless has launched Devices, a feature that lets a single AI agent operate across multiple machines simultaneously in one conversation turn, eliminating the need for SSH tunnels, remote desktops, or…
Harness Engineering built a fully automated coding loop inside OpenCode using DeepSeek-V4-Pro and DeepSeek-V4-Flash, enabling low-cost agentic code iteration. The loop, inspired by Andrew Ng's breakdo…
A developer who ran a persistent personal-AI system on Claude Code for one month found that greater AI capability did not reduce avoidance of actions that could produce rejection, but instead made the…
Microsoft released two open-source tools in May — RAMPART and Clarity — to help developers test AI agents for adversarial failure modes before deployment. RAMPART is a pytest-native framework for writ…
Six months after OpenClaw went viral, the author continues to use the LLM agent daily as an entry point to a Markdown-based life admin and note-taking system, running it on an old laptop with a worksp…
Developer Pedro Castanha released cast-skills, a CLI tool that installs cross-tool AI skills for projects, enabling agents to load project knowledge progressively rather than re-explaining codebases e…
A developer concluded a series on building a complete Claude Code environment by revealing the design principles that connect its parts: memory, skills, autonomy, monitoring, guardrails, and self-heal…
Choosing an agent harness for coding agents like Claude Code and Codex involves deciding which layers should be team-specific and which are undifferentiated infrastructure, according to a practical gu…
OpenAI has begun encrypting subagent prompts in its MultiAgentV2 system, removing the readable task audit trail and sparking concerns about accountability and security, according to a GitHub issue. Th…
Scott Logic hosted an event, Adopting Agentic: Software Engineering for the AI Age, featuring talks on the human and organizational impact of AI in software engineering. Colin Eberhardt, Scott Logic C…
Developers should adopt meta harnesses to manage multiple parallel AI coding agents, according to a developer who has tested three such tools. Meta harnesses like Conductor, Cursor, and Superset allow…
Prompt injection attacks against Fable-5 and Gpt-5.6-Sol achieved 100% remote code execution across 5 experiments each, according to a security researcher's educational demonstration. The models, aske…
Gabriel Amzallag, a former Qonto conversion specialist, launched Web Anatomy (webanatomy.ai) by pre-selling a feature for €99 before building it, validating demand with a single paying customer. The p…
A security bypass in Anthropic's Claude Fable 5 model, launched June 9, 2026, allows users to circumvent safety filters using the '/btw' command in the Claude Code interface, routing restricted querie…
At the AI Engineer World's Fair 2026, AI engineering has matured beyond building agents to engineering the systems around them, according to conference coverage by Richard MacManus. The shift is exemp…
Researchers introduced LLM-as-a-Verifier, a general-purpose verification framework that computes continuous scores from scoring token logits to determine solution correctness without additional traini…
Anthropic's Claude Code agent loop degrades when its context window becomes crowded with stale evidence, turning conversation history into 'compost' rather than durable project memory. The company's d…
Wtdev, a new POSIX shell script from developer Dave-56, assigns deterministic ports to each git worktree to prevent port collisions when running parallel dev servers. The tool hashes ports from worktr…
A developer released ORA, an open-source Go binary that breaks tasks into subtasks and routes each to the cheapest capable model, but removed a misleading 68% cost savings claim from the README two da…
Aftr, an open-source Node controller for Adobe After Effects, lets users drive the software programmatically via JSON commands over WebSocket, enabling autonomous, spec-driven video pipelines that sel…