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      <title>Agent development: Skip the 30-day hype, define scope</title>
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      <pubDate>Sat, 18 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agent-development-skip-the-30-day-hype-define-scope/</guid>
      <description>Skip vague ambitions. Define 5-10 concrete examples to validate agent scope before writing orchestration logic or building an MVP.</description>
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      <title>Loop engineering fixes agents stalling at 60%</title>
      <link>https://aiagentsnews.top/posts/loop-engineering-fixes-agents-stalling-at-60/</link>
      <pubDate>Wed, 15 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/loop-engineering-fixes-agents-stalling-at-60/</guid>
      <description>Most AI agents stall at 60% efficiency without closed-loop design. Learn the six architectural layers that enable true self-improving agent systems.</description>
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      <title>Agent evaluation: Cut the 80% time waste</title>
      <link>https://aiagentsnews.top/posts/agent-evaluation-cut-the-80-time-waste/</link>
      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agent-evaluation-cut-the-80-time-waste/</guid>
      <description>Teams burn 80% of cycles on error analysis. Datadog&#39;s new tools trace every prompt to turn production data into eval sets without context switching.</description>
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      <title>Context engineering stops multiagent hallucinations</title>
      <link>https://aiagentsnews.top/posts/context-engineering-stops-multiagent-hallucinations/</link>
      <pubDate>Tue, 14 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/context-engineering-stops-multiagent-hallucinations/</guid>
      <description>Seventy percent of implementations will apply agents with narrow, focused roles by 2027, driven by the need for higher accuracy in specialized tasks...</description>
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      <title>OpenHands architecture: stateless event-driven design</title>
      <link>https://aiagentsnews.top/posts/openhands-architecture-stateless-event-driven-design/</link>
      <pubDate>Sat, 11 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/openhands-architecture-stateless-event-driven-design/</guid>
      <description>OpenHands hits 77% on SWEBench Verified using a stateless event-driven architecture. Learn how the append-only EventLog enables robust coding agents.</description>
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      <title>Agentic engineering: Spot silent code failures</title>
      <link>https://aiagentsnews.top/posts/agentic-engineering-spot-silent-code-failures/</link>
      <pubDate>Sun, 05 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agentic-engineering-spot-silent-code-failures/</guid>
      <description>Discover why 211 million lines of code fail silently when async loops ignore await, forcing engineers to master the soul badge of agentic debugging.</description>
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      <title>Agentic AI systems: 5 courses that ship code</title>
      <link>https://aiagentsnews.top/posts/agentic-ai-systems-5-courses-that-ship-code/</link>
      <pubDate>Thu, 02 Jul 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agentic-ai-systems-5-courses-that-ship-code/</guid>
      <description>After testing 20 AI agent courses, this review isolates the 5 curricula teaching production-ready autonomous systems and real deployment guardrails.</description>
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      <title>Agentic economy reality: Engineering choices made today</title>
      <link>https://aiagentsnews.top/posts/agentic-economy-reality-engineering-choices-made-today/</link>
      <pubDate>Mon, 29 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/agentic-economy-reality-engineering-choices-made-today/</guid>
      <description>Ordinary engineering choices made this quarter define the agentic economy. Learn how June 2026 defaults impact machine autonomy and asset exchange rules.</description>
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      <title>TerminalBench 2.1 exposes agent wrapper gaps</title>
      <link>https://aiagentsnews.top/posts/terminalbench-21-exposes-agent-wrapper-gaps/</link>
      <pubDate>Sun, 28 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/terminalbench-21-exposes-agent-wrapper-gaps/</guid>
      <description>Codex CLI paired with GPT-5.5 sits at the top of the Terminal-Bench 2.1 leaderboard with an 83.4% pass rate.</description>
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      <title>AI agents need discipline to avoid silent code corruption</title>
      <link>https://aiagentsnews.top/posts/ai-agents-need-discipline-to-avoid-silent-code-corruption/</link>
      <pubDate>Tue, 23 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/ai-agents-need-discipline-to-avoid-silent-code-corruption/</guid>
      <description>After six weeks of regressions, I rebuilt my agent to handle 40% of my work by fixing silent state corruption and flaky tests.</description>
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      <title>Prompt engineering beats trial and error for LLMs</title>
      <link>https://aiagentsnews.top/posts/prompt-patterns-beat-trial-and-error-for-llms/</link>
      <pubDate>Mon, 15 Jun 2026 00:00:00 +0000</pubDate>
      <author>AI Agents News Editorial</author>
      <guid>https://aiagentsnews.top/posts/prompt-patterns-beat-trial-and-error-for-llms/</guid>
      <description>Stop iterative guessing by applying a strict 5-block prompt architecture that shifts probabilistic model outputs toward accurate, stable results.</description>
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