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News


dev.to > ktirupati > overcoming-the-performance-tax-in-ai-safety-engineering-a-low-latency-control-plane-for-autonomous-4i

Overcoming the Performance Tax in AI Safety: Engineering a Low-Latency Control Plane for Autonomous Agents

8+ min ago   (668+ words) As enterprise AI systems move from single-turn retrieval-augmented generation (RAG) toward agents that plan, call tools, and modify external state, safety can no longer be treated only as text filtering. The goal is not to promise "zero overhead." The goal…...


dev.to > surefirestudios > i-published-a-benchmark-that-was-entirely-my-own-bug-1ah7

I published a benchmark that was entirely my own bug

36+ min ago   (898+ words) I built a small thing and then spent considerably longer trying to find out whether it worked. The trying-to-find-out is the part worth writing about, because for seven runs my measurement was broken in a way that produced confident, specific,…...


dev.to > codenameone > fill-an-sms-verification-code-without-reading-the-inbox-926

Fill an SMS Verification Code Without Reading the Inbox

41+ min ago   (134+ words) Codename One adds phone-number and OTP components plus one-time-code autofill on iOS, Android, and the web without requesting permission to read SMS messages. Tagged with java, mobile, android, ios....


dev.to > bidu > designing-a-privacy-first-architecture-for-sensitive-data-zero-ip-logging-postgres-rls-and-ai-3g23

Designing a Privacy-First Architecture for Sensitive Data: Zero-IP Logging, Postgres RLS, and AI Safety

56+ min ago   (216+ words) When building software that handles sensitive human data (like workplace feedback, satisfaction surveys, and compliance reports), security and privacy cannot be treated as optional features or mere legal disclaimers. They must be embedded into the core system design. At Sigilo…...


dev.to > chad_ray_7d6ba00/91/1308ded > when-every-event-looks-normal-logster-and-the-context-gap-in-endpoint-detection-o2b

When Every Event Looks Normal: Logster and the Context Gap in Endpoint Detection

10+ hour, 48+ min ago   (1029+ words) A PowerShell process starts. A script appears in a temporary directory. A scheduled task is registered. A connection goes out to an unfamiliar address. An analyst could find a reasonable explanation for each of those actions. Software deployment, perhaps. A…...


dev.to > codepy_1473 > i-blamed-the-firewall-for-48-hours-localhost-resolved-to-ipv6-first-1olo

I Blamed the Firewall for 48 Hours. localhost Resolved to IPv6 First

14+ hour, 23+ min ago   (786+ words) This is a 48-hour field notebook, not a victory lap. I will show what I tried, what actually broke, and the small reproduction I wish I had run in the first hour. If you strip every product name out of…...


dev.to > dannydoes_2abdf9c > governance-attack-surface-review-sky-lending-17dk

Governance Attack Surface Review: Sky Lending

14+ hour, 10+ min ago   (395+ words) Target Protocol: Sky Lending (TVL: $5452.7M) Prepared by: [Your Firm] – Senior DeFi Security Research & Auditing Team Date: 14 September 2026 Sky Lending is a high‑value, permissionless lending platform that has rapidly grown to a multi‑billion‑dollar TVL across Ethereum mainnet and…...


dev.to > mike_anderson_d01f52129fb > from-aws-security-hub-to-client-ready-html-a-private-ai-reporting-pipeline-4l0n

From AWS Security Hub to Client-Ready HTML: A Private AI Reporting Pipeline

14+ hour, 26+ min ago   (1177+ words) Security scope: This walkthrough is for authorised defensive reporting in AWS accounts you own or operate. It uses only synthetic names and example paths. Do not place real customer findings, account identifiers, IP addresses, or internal hostnames into public examples....


dev.to > kojiyamada3095 > device-preparation-policy-for-windows-365-cloudpc-in-intune-34kd

Device Preparation Policy for Windows 365 CloudPC in Intune

14+ hour, 46+ min ago   (1099+ words) What the Automatic mode of a device preparation policy solves for Windows 365 (the benefits) The supported Windows 365 SKUs and the prerequisites The end-to-end flow: create the Entra group → assign apps/scripts → create the device preparation policy → create the provisioning policy…...


dev.to > kielltampubolon > the-nsa-published-17-pages-on-mcp-security-here-it-is-as-a-checklist-you-can-run-today-547b

The NSA published 17 pages on MCP security. Here it is as a checklist you can run today

14+ hour, 42+ min ago   (358+ words) For years, government AI guidance stayed at the level of "secure your AI systems" which is about as actionable as "drive carefully". In May that changed. The NSA Artificial Intelligence Security Center published a Cybersecurity Information Sheet on the Model…...