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Real code tests expose hidden risks My project, worklore, is a small app that grew in all directions: a Python backend on AWS Lambda, a plain-JS site, an MCP connector for agents, and four more repos around it. I wanted a picture of it I could trust. So in one…
Hosted predictive test selection products solve a real problem, and they come with a procurement conversation: another vendor, another bill, and a security review about sending build and test metadata to someone else's servers.…
TL;DR: We make 3 open-weights models believe that their answers are being graded by an automated-verifier program, rather than a human. We then measure how well they predict expert reviewers’ judgments of AI-safety research…
How Paradev uses Git worktrees to give each coding agent its own isolated workspace, branch, and terminal session without context collision. This is not a new agent. Paradev is orchestration infrastructure. You bring Claude Code…
Learn how to route multi-step LangGraph and AutoGen workflows to human closers before state desynchronization occurs. Prevent context loss in enterprise AI sales loops with state checkpoint A multi-agent sales workflow typically splits work across specialized roles: 2. Pricing agent: queries a CPQ (Configure, Price, Quote) system and proposes discount…
LLM Knowledge Graph Builder is an application designed to turn unstructured data such as pdfs, text documents, YouTube videos, and web pages, into a knowledge graph stored in Neo4j, promising much better accuracy than simple RAG…
Prompt injection attacks manipulate AI systems to bypass security guardrails, enabling data theft and code execution -- yet they lack comprehensive defenses and CVE tracking. About 18 months ago, Chris Bakke shared a story about…
The table is deliberately precise about status. Several projects do not publish a stable/beta/draft label; for those, status is marked UNVERIFIED rather than inferred from publication dates. The ACS RFC is explicit about…
If you run a WordPress site, this is a good week to check your version number. A flaw in the way WordPress updates itself, tracked as CVE-2026-119977, was added to the US CISA list of known exploited vulnerabilities on November 3, 2026. The fix is already available, and applying it…
CVE-2026-111497 is an out-of-bounds write in the Brotli decoder bundled with Node.js 22, 24, and 26. Node.js fixed it on 21 October 2026. CISA added it to the Known Exploited Vulnerabilities catalogue on 27 October with a…
With no workarounds listed, the company has urged admins to patch quickly. CVE-2026-19868 is an authentication enforcement flaw in the SonicOS SSL-VPN service, and is exploitable only if SAML is enabled for SSL-VPN logins.…
The domain is the one thing a fake cannot copy. Look at the part just before the .com or .co.uk: that is the real owner. paypal-secure-login.com is not PayPal. amaz0n with a zero is not Amazon. Extra words, hyphens, swapped letters and strange endings like .shop or .xyz on a…
Some people who set up a Keplr crypto wallet with their Google or Apple account have had money stolen by an attacker. Keplr uses a company called Web3Auth to run that Google and Apple sign-in. The attacker used a security flaw at…
Home - Technology - Cracked TradingView Premium Dangerous 300K Views Malware SlowMist warns the viral Cracked TradingView Premium is a dangerous Windows infostealer, not a free unlock. Promoted by @cryptotrice to over 300,000…
Binance has disputed claims that hackers stole 335 million user records from the cryptocurrency exchange, saying its preliminary investigation suggests the data listing is likely a scam. A Binance spokesperson told crypto.news…