https://groundy.com/articles/vercel-now-deploys-long-running-node-servers-the-serverless-boundary-shifts/ Groundy en 2026-06-24T19:00:34.697Z Vercel Now Deploys Long-Running Node Servers: The Serverless Boundary Shifts https://groundy.com/articles/who-audits-the-safety-rules-an-llm-agent-evolves-for-itself/ Groundy en 2026-06-24T18:46:14.329Z Who Audits the Safety Rules an LLM Agent Evolves for Itself? https://groundy.com/articles/can-you-trust-an-llm-judge-to-grade-an-agentic-data-analysis-system/ Groundy en 2026-06-24T18:20:14.520Z Can You Trust an LLM Judge to Grade an Agentic Data Analysis System? https://groundy.com/articles/do-llm-agent-societies-develop-their-own-authority-hierarchies/ Groundy en 2026-06-24T17:59:59.317Z Do LLM Agent Societies Develop Their Own Authority Hierarchies? https://groundy.com/articles/serving-cold-moe-models-crosspool-disaggregates-kv-cache-and-weights/ Groundy en 2026-06-24T17:43:23.566Z Serving Cold MoE Models: CrossPool Disaggregates KV Cache and Weights https://groundy.com/articles/vercel-botids-telemetry-is-a-threat-intelligence-feed-most-teams-discard/ Groundy en 2026-06-24T14:33:37.422Z Vercel BotID's Telemetry Is a Threat Intelligence Feed Most Teams Discard https://groundy.com/articles/when-vibe-coded-software-is-safety-critical-who-verifies/ Groundy en 2026-06-24T14:11:33.623Z When Vibe-Coded Software Is Safety-Critical, Who Verifies It? https://groundy.com/articles/extracting-unseen-training-data-from-an-llm-by-poisoning-its-loss-landscape/ Groundy en 2026-06-24T13:33:02.605Z Extracting Unseen Training Data From an LLM by Poisoning Its Loss Landscape https://groundy.com/articles/do-retrieval-metrics-predict-tool-use-agent-success-a-paper-says/ Groundy en 2026-06-24T13:06:33.971Z Do Retrieval Metrics Predict Tool-Use Agent Success? A Paper Says No https://groundy.com/articles/vercels-in-function-concurrency-what-it-does-to-cold-starts-and-billing/ Groundy en 2026-06-24T12:32:59.599Z Vercel's In-Function Concurrency: What It Does to Cold Starts and Billing https://groundy.com/articles/can-you-trust-an-ai-robustness-certificate-a-paper-says-verify/ Groundy en 2026-06-24T11:41:30.984Z Can You Trust an AI Robustness Certificate? A Paper Says Verify It https://groundy.com/articles/can-you-pinpoint-which-step-broke-a-long-horizon-ai-agent/ Groundy en 2026-06-24T11:11:22.923Z Can You Pinpoint Which Step Broke a Long-Horizon AI Agent? https://groundy.com/articles/vercels-series-d-thesis-hardened-into-a-whole-stack-lock/ Groundy en 2026-06-24T10:17:25.329Z Vercel's Series D Thesis Hardened Into a Whole-Stack Lock-In https://groundy.com/articles/make-look-scanned-simulates-scans-in-an-offline-wasm-file-exposing-pdf/ Groundy en 2026-06-24T09:36:30.651Z make-look-scanned Simulates Scans in an Offline WASM File, Exposing PDF Provenance as a Pixel Check https://groundy.com/articles/poisoning-a-rag-retriever-how-conflict-aware-edits-inject-false-knowledge/ Groundy en 2026-06-24T06:54:47.831Z Poisoning a RAG Retriever: How Conflict-Aware Edits Inject False Knowledge https://groundy.com/articles/can-ai-write-cad-programs-cadbench-measures-the-gap/ Groundy en 2026-06-24T05:58:02.641Z Can AI Write CAD Programs? CADBench Measures the Gap https://groundy.com/articles/vercel-raised-its-cdn-origin-timeout-to-two-minutes-what-breaks-first/ Groundy en 2026-06-24T05:16:28.091Z Vercel Raised Its CDN Origin Timeout to Two Minutes: What Breaks First https://groundy.com/articles/gradio-lite-runs-model-inference-in-the-browser-via-pyodide-no-server/ Groundy en 2026-06-24T04:25:12.769Z Gradio-Lite Runs Model Inference in the Browser via Pyodide, No Server https://groundy.com/articles/vercels-billing-usage-api-wiring-cost-data-into-ci-cost-gates/ Groundy en 2026-06-24T02:07:28.625Z Vercel's Billing Usage API: Wiring Cost Data Into CI Cost Gates https://groundy.com/articles/cloudflare-ai-gateway-adds-spend-limits-to-cap-the-runaway-inference-bill/ Groundy en 2026-06-24T01:42:59.960Z Cloudflare AI Gateway Adds Spend Limits to Cap the Runaway Inference Bill https://groundy.com/articles/vercel-now-honors-stale-if-error-serving-stale-cache-when-the-origin-dies/ Groundy en 2026-06-24T01:11:12.407Z Vercel Now Honors stale-if-error: Serving Stale Cache When the Origin Dies https://groundy.com/articles/bytedances-doubao-2-1-pro-vs-gpt-5-5-reading-self-reported-benchmarks/ Groundy en 2026-06-24T00:21:31.005Z ByteDance's Doubao 2.1 Pro vs GPT-5.5: Reading Self-Reported Benchmarks https://groundy.com/articles/can-a-benchmark-catch-when-ai-discharge-summaries-drop-care-steps/ Groundy en 2026-06-23T23:09:27.861Z Can a Benchmark Catch When AI Discharge Summaries Drop Care Steps? https://groundy.com/articles/vercel-cli-now-scopes-commands-to-the-local-directory-audit-your-ci-scripts/ Groundy en 2026-06-23T22:27:49.675Z Vercel CLI Now Scopes Commands to the Local Directory: Audit Your CI Scripts https://groundy.com/articles/react-router-cve-2025-31137-vercels-edge-fix-is-not-the-patch/ Groundy en 2026-06-23T21:49:48.544Z React Router CVE-2025-31137: Vercel's Edge Fix Is Not the Patch https://groundy.com/articles/vercels-manual-cdn-purge-api-cache-control-without-a-redeploy/ Groundy en 2026-06-23T20:55:21.970Z Vercel's Manual CDN Purge API: Cache Control Without a Redeploy https://groundy.com/articles/samsung-picks-openais-codex-for-its-engineers-pressuring-github-copilot/ Groundy en 2026-06-23T20:23:10.978Z Samsung Picks OpenAI's Codex for Its Engineers, Pressuring GitHub Copilot https://groundy.com/articles/vercel-sandbox-snapshot-retention-what-custom-windows-change-for-agent-runtimes/ Groundy en 2026-06-23T19:27:36.979Z Vercel Sandbox Snapshot Retention: What Custom Windows Change for Agent Runtimes https://groundy.com/articles/potion-so-sold-after-4-000-vercel-deploys-the-micro-saas-exit-playbook/ Groundy en 2026-06-23T17:43:27.945Z Potion.so Sold After 4,000 Vercel Deploys: The Micro-SaaS Exit Playbook https://groundy.com/articles/do-llm-personality-tests-measure-anything-a-new-paper-says/ Groundy en 2026-06-23T17:16:02.100Z Do LLM Personality Tests Measure Anything? A New Paper Says No https://groundy.com/articles/reported-react-server-components-leak-is-unconfirmed-audit-the-payload/ Groundy en 2026-06-23T16:43:34.654Z Reported React Server Components Leak Is Unconfirmed: Audit the Payload https://groundy.com/articles/generating-vercel-firewall-rules-from-natural-language-what-to-audit/ Groundy en 2026-06-23T15:31:57.742Z Generating Vercel Firewall Rules From Natural Language: What to Audit https://groundy.com/articles/glm-5-2-coding-plan-vs-claude-opus-4-8-picking-a-model-for-coding-agents/ Groundy en 2026-06-23T15:00:16.491Z GLM-5.2 Coding Plan vs Claude Opus 4.8: Picking a Model for Coding Agents https://groundy.com/articles/vercels-secure-ai-agent-guidance-pushes-defense-into-the-sandbox/ Groundy en 2026-06-23T14:01:34.771Z Vercel's Secure AI Agent Guidance Pushes Defense Into the Sandbox https://groundy.com/articles/nx-supply-chain-attack-used-developers-own-ai-clis-to-hunt-secrets/ Groundy en 2026-06-23T13:46:56.018Z Nx Supply-Chain Attack Used Developers' Own AI CLIs to Hunt Secrets https://groundy.com/articles/vercel-folds-backends-agent-tooling-and-operations-into-its-deploy-platform/ Groundy en 2026-06-23T12:52:58.032Z Vercel Folds Backends, Agent Tooling, and Operations Into Its Deploy Platform https://groundy.com/articles/cloudflare-now-routes-public-traffic-to-private-apps-via-dns-no-vpn/ Groundy en 2026-06-23T12:24:32.075Z Cloudflare Now Routes Public Traffic to Private Apps via DNS, No VPN https://groundy.com/articles/openais-patch-the-planet-is-security-capacity-for-nine-projects-not/ Groundy en 2026-06-23T11:51:55.160Z OpenAI's Patch the Planet Is Security Capacity for Nine Projects, Not Sustainability Funding https://groundy.com/articles/minimax-m3-claims-gpt-5-5-beating-code-with-1m-context-and-open-weights/ Groundy en 2026-06-23T10:32:06.944Z MiniMax M3 Claims GPT-5.5-Beating Code With 1M Context and Open Weights https://groundy.com/articles/george-hotz-says-only-agi-doom-justifies-todays-ai-valuations/ Groundy en 2026-06-23T08:33:51.596Z George Hotz Says Only AGI Doom Justifies Today's AI Valuations https://groundy.com/articles/githubs-ai-capacity-crunch-pushes-microsoft-to-rent-aws-compute/ Groundy en 2026-06-23T04:51:55.741Z GitHub's AI Capacity Crunch Pushes Microsoft to Rent AWS Compute https://groundy.com/articles/community-lora-mining-raises-a-consent-gap-for-style-generation/ Groundy en 2026-06-23T04:33:08.161Z Community LoRA Mining Raises a Consent Gap for Style Generation