https://aiagentsnews.top/tags/system/ Recent content in System on AI Agents News Hugo en Sat, 25 Jul 2026 12:45:20 +0000 https://aiagentsnews.top/posts/autonomous-coding-agents-stripes-4-day-migration/ Sun, 19 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/autonomous-coding-agents-stripes-4-day-migration/ Stripe deployed Claude Code across 1,370 engineers to complete a 10,000-line migration in four days, marking a shift to agentic execution. https://aiagentsnews.top/posts/tool-use-design-enabling-real-agent-actions/ Sun, 19 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/tool-use-design-enabling-real-agent-actions/ Learn how the Thought-Action-Observation loop powers 177,000+ tools, shifting agents from static text to modifying external system states safely. https://aiagentsnews.top/posts/jobhunter-why-human-approval-beats-blind-automation/ Thu, 16 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/jobhunter-why-human-approval-beats-blind-automation/ JobHunter scores listings locally and pushes review cards to Telegram, requiring explicit user input before any application submission occurs. https://aiagentsnews.top/posts/agent-skills-beat-monolithic-system-prompts-fast/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-skills-beat-monolithic-system-prompts-fast/ Giant prompts collapse; modular skills with SKILL.md files separate logic from user data for stable, scalable agent behavior. https://aiagentsnews.top/posts/agent-workflows-build-a-self-correcting-course-system/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-workflows-build-a-self-correcting-course-system/ Learn how 57% of firms now use multistep workflows to replace fragile prompts with a self-correcting Researcher and Judge pipeline. https://aiagentsnews.top/posts/governed-ai-platforms-fix-context-loss/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/governed-ai-platforms-fix-context-loss/ Brunelly replaces generic outputs with architecture-aware planning to fix fragmented engineering pipelines and restore lost system context. https://aiagentsnews.top/posts/openhands-sdk-pin-versions-to-stop-agent-crashes/ Tue, 14 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/openhands-sdk-pin-versions-to-stop-agent-crashes/ Learn why OpenHands SDK requires uv version 0.8.13 and matched packages to prevent runtime import failures in agent workflows. https://aiagentsnews.top/posts/function-calling-explained-json-plans-not-code-execution/ Mon, 13 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/function-calling-explained-json-plans-not-code-execution/ Learn how function calling uses structured JSON to anchor AI to real data, eliminating hallucinations through a strict four-step execution cycle. https://aiagentsnews.top/posts/multi-agent-ai-writing-stop-keyword-stuffing/ Mon, 13 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/multi-agent-ai-writing-stop-keyword-stuffing/ See how distinct agents for research and SEO eliminate errors in one-pass generation, turning a 30-article backlog into a predictable assembly line. https://aiagentsnews.top/posts/openhands-canvas-runs-agents-on-local-backends/ Fri, 10 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/openhands-canvas-runs-agents-on-local-backends/ Manage OpenHands, Claude Code, and Codex in one self-hosted interface. Learn how the system handles 16.1K-view workflows without cloud lock-in. https://aiagentsnews.top/posts/langchain-framework-swap-models-instantly/ Thu, 09 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/langchain-framework-swap-models-instantly/ LangChain offers 1000+ integrations to swap models without rewriting code. Its durable runtime ensures persistence and checkpointing for production agents. https://aiagentsnews.top/posts/eve-framework-review-minimal-deps-max-clarity/ Sun, 05 Jul 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/eve-framework-review-minimal-deps-max-clarity/ Alice Labs analyzed 18+ deployments showing Eve reduces mental load by swapping chains for a single runtime dependency and file conventions. https://aiagentsnews.top/posts/ai-coding-agents-pick-by-workflow-not-hype/ Mon, 29 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/ai-coding-agents-pick-by-workflow-not-hype/ OpenCode hit 147,000 GitHub stars by April 2026, proving that autonomous coding agents are no longer experimental novelties but essential... https://aiagentsnews.top/posts/openhands-memory-stop-losing-context-after-every-task/ Fri, 26 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/openhands-memory-stop-losing-context-after-every-task/ Stop re-explaining conventions to your agent. This guide uses Hindsight's LongMemEval benchmark results to fix OpenHands context loss. https://aiagentsnews.top/posts/agent-image-1231-why-openhands-locked-cloud1371/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-image-1231-why-openhands-locked-cloud1371/ Commit 0c522c2 locks the agent server image to version 1.23.1. I break down why this hard stop on drift matters for your Docker sandboxes. https://aiagentsnews.top/posts/agent-runtime-beats-clever-prompt-engineering/ Tue, 23 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/agent-runtime-beats-clever-prompt-engineering/ Most agent projects fail by 2027 due to bad architecture. Learn why static prompts collapse and how an external loop fixes real tasks. https://aiagentsnews.top/posts/cgroup-guardrails-stop-heavy-ai-jobs-freezing-linux/ Mon, 15 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/cgroup-guardrails-stop-heavy-ai-jobs-freezing-linux/ Stop runaway LLMs from crashing your host. Set MemoryHigh at 12G and MemoryMax at 14G to throttle processes before the kernel kills them. https://aiagentsnews.top/posts/unified-memory-beats-raw-gpu-compute-for-local-ai/ Mon, 15 Jun 2026 00:00:00 +0000 AI Agents News Editorial https://aiagentsnews.top/posts/unified-memory-beats-raw-gpu-compute-for-local-ai/ Apple's M3 Ultra delivers 819 GB/s bandwidth, proving unified memory outperforms discrete VRAM for running large local models without latency.