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Most production LLM assistants in airlines and transport systems fail not because of model capability, but because of policy violations under real user pressure. Customer support in this domain is highly sensitive: flight delays refunds compensation claims legal obligations A wrong answer is not jus
Most enterprise RAG failures are not model failures. They are infrastructure failures. The demo works because the PDF is clean, the user is friendly, the permissions are simple, and nobody is measuring drift, latency, access control, source quality, or hallucination risk. Production RAG needs more t
ThingsBoard is one of the most capable open-source IoT platforms out there. But the first time you try to get a device publishing telemetry over MQTT, the documentation sends you in three different directions of device profiles, transport configurations, topic formats, and credential types. There ar
The Argo CD project released a v3.5 release candidate in June 2026. This version adds mutual TLS enforcement for internal components. It also includes Git commit signature verification for supply chain security and native ApplicationSet management in the UI. The release also graduates two significan
Rule of thumb If your action waits on something external, make it async. If it’s instant CPU, keep it sync; for expensive CPU, offload. Async shines for I/O-bound work (DB calls, HTTP calls, queues, files). It frees the request thread while waiting, so the server can serve more requests with the sam
Diagrid has announced the release of Dapr 1.18, introducing what it calls Verifiable Execution, a new set of capabilities designed to bring cryptographic trust, provenance, and tamper-evident execution records to distributed applications and AI agents. By Craig Risi
Prefer immutability What: Make data read-only after construction. Instead of editing objects, create new ones. Why: If nothing changes, many threads can read safely with no locks. How (.NET): public readonly record struct Money(decimal Amount, string Currency); public record Order(Guid Id, IReadOnly
A London court already found 26 of Samsung’s smartwatch faces infringed Swatch trademarks. Now the two sides are fighting over the bill. The fight between a Swiss watchmaker and the world’s largest phone maker has come down to a number, and the number is $170m. Swatch is asking the High Court in Lon
The institution that counts France found itself counting victims this week. INSEE, the national statistics department, said a cyberattack had exposed personal data belonging to about 12,800 current and former staff, along with members of the civil-service corps attached to the agency. The breach was
The updates reflect Anthropic's Mythos model and the speed at which vulnerabilities can be surfaced.
It will provide the tools and channels to report, patch, and disclose open source software vulnerabilities. The post Linux Foundation Unveils New Open Source Security Project Akrites appeared first on SecurityWeek.
Philips Hue products don’t often see major discounts, which makes this year’s Prime Day deals especially notable. Prices have dropped significantly across much of the company’s smart lighting lineup, with deals on everything from smart bulb starter kits and sleep lamps to smart buttons. In some case
Cybersecurity researchers have flagged yet another evolution of the supply chain attack linked to the Mini Shai-Hulud, Miasma, and Hades malware family that has compromised a new set of npm packages, even as it has propagated to the Go ecosystem. "The latest activity includes malicious npm releases
AI agents are moving through enterprise environments, inheriting permissions, traversing systems, and executing decisions at machine speed with minimal oversight. The identity infrastructure built to govern human access wasn't designed for autonomous actors, and the gap between what enterprises are
The post Bitcoin Price Prediction : Analyst Fear a Dip Below $30K, possible If appeared first on Coinpedia Fintech News Bitcoin may still be far from its ultimate market bottom, according to fresh analysis from on-chain analyst Ki Young Ju, who said traditional cycle indicators are not yet signaling
DirtyClone is a new Linux kernel privilege escalation in the DirtyFrag family. JFrog Security Research published a working exploit walkthrough for the flaw on June 25, the first public demonstration for this variant. Tracked as CVE-2026-43503 (CVSS 8.8), it lets a local user corrupt file-backed memo
The post Cardano (ADA) Price Breaks Key Support as Network Activity Surges—Will Bears Push It to $0.10? appeared first on Coinpedia Fintech News Cardano has been under heavy bearish pressure as the price has dropped back to levels last seen in 2020, reflecting the growing weakness across the market.
How to smash through data / ML behavioural interviews The post How to Ace Data and ML Behavioural Interviews appeared first on Towards Data Science.
Bitcoin sinks to a fresh 2026 low as the selloff drags on. Kraken makes a major move into DeFi. And BlackBerry is staging a comeback.
Multiple users reported delayed AscendEX withdrawals after ZachXBT flagged potential liquidity issues and urged the exchange to explain its reserves.
