204 summarised stories about Agent Infrastructure, each linking back to the original source. Browse all topics →
Product Hunt 1 month ago 1
IQ Routing proposes trajectory-aware LLM routing aimed at reducing agent costs. No specific number, benchmark, date, or price is stated in the provided article text. As a result, agent execution is routed in a way that accounts for trajectory information rather than using a single fixed route.
The New Stack 1 month ago 27
Microsoft released Agent Lightning v1.0 to align training with the production “harness” so the harness owns context and the agent–environment loop while the trainer optimizes model calls across a service boundary. On GitHub commit Aug 16, using it with Qwen3.5-9B on 6K “modest compute” training examples improved OpenAI SWE-bench Verified from 41.8% to 56.4% (an absolute +14.6 points). Platform teams can avoid re-implementing sensitive RL loop components like retokenization and advantage calculation by using the provided end-to-end data pipeline and reproducible scripts, reducing train–serve mismatch but requiring harness versioning and infrastructure capability.
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22 October 2026
Today’s loudest AI thread isn’t about new model releases. It’s about software trust, and how fast the industry can lose it—and then scramble to regain it—when AI-adjacent workflows depend on ordinary web plumbing. OpenAI’s Patch the Planet joined coordinated research with others to disclose and remediate PHP2Shell memory-corruption vulnerabilities in core PHP, impacting roughly 70% of the web. Even without confirmed successful attacks, the details were leaked early enough to trigger precautionary shutdowns and emergency patching behavior worldwide, and the fix only works on the latest PHP version—so administrators with older deployments faced the unglamorous work of upgrading and patching, not just swapping a plugin.
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