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Latest from QUASA Media
In-depth stories, expert insights and practical guides for what's next.
Secure an MCP Server: Stdio Is Not a Sandbox
Secure an MCP server by validating remote tokens, limiting tool permissions, and confining the local process. Stdio removes a listening endpoint but does not restrict what that process can access.
Amazing Ways Automated Tech Tools Are Transforming Modern Web Management
As websites grow more complex, web management automation has become a practical requirement for staying fast, secure, and consistent. Teams that adopt these tools shift their attention from daily upkeep to long-term strategy.
How to Recover Deleted Videos from an SD Card with Recoverit
Recover deleted, corrupted, or lost SD card videos effortlessly with Recoverit. This complete guide explains key features and intuitive recovery steps.
UK Expands AI Cyber Defence After Pilots Found More Than 1,000 Flaws
The UK announced an extension of its frontier AI cyber defence programme on 12 October 2026 after two pilots helped find and address more than 1,000 potential flaws. New AI-specific legal duties remain under consideration.
GPT-Rosalind Is Free for Approved US Labs—but API Credits Are Excluded
OpenAI’s Rosalind Academic Plan offers approved U.S. university labs complimentary Business seats for up to a year. GPT-Rosalind requires review, and the offer excludes API access and credits.
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Ollama vs vLLM: One User Favors Simplicity, Concurrency Favors Throughput
Choose Ollama for local experiments or a lightly used endpoint; choose vLLM when many requests must share an accelerator. Compare results only when the model, hardware and traffic match.

Langfuse vs LangSmith: Free Self-Hosting Meets Native LangGraph Depth
Langfuse offers free self-hosting for teams willing to run the stack. LangSmith gives LangGraph teams deeper native state inspection, with seat, trace, and retention costs to weigh.

Evaluate AI Agents With Traces First—Then Build a Repeatable Test Set
Inspect agent traces to find failures in tool use, handoffs, and outcomes. Convert those findings into a reusable test set with clear graders, release gates, and production checks.

Prompt Filters Cannot Secure an AI Agent—Put Permissions Outside the Model
Prompt filters can flag suspicious content, but they cannot authorize an AI agent’s actions. Enforce tool scopes, data boundaries and approval checks in code outside the model.

DigitalOcean Gives AI Agents a Feedback Loop—Data Services Remains Private
On October 12, 2026, DigitalOcean announced Agent Learning Services in public preview, connecting traces, signals, and tests. Agent Data Services remains in private preview.

Google Moves AI Search Links Higher—Official Sources Get a New Box
On October 15, 2026, Google announced higher inline links in AI Mode and AI Overviews and a test of a top-of-response section for official websites. Timely-article carousels are expanding separately.

UK and Canada Renew AI Security Pact—Joint Evaluations Are Still Exploratory
The UK and Canada renewed their AI security partnership on 13 October 2026, agreeing to work on standards, information sharing and technical exchanges. Coordinated evaluations remain exploratory.

Character.AI Enters Chapter 11—Users Can Export Chats While It Seeks a Buyer
Character.AI entered Chapter 11 on October 12, 2026, to pursue a court-supervised sale. The service remains online, and users can request account data while its future is decided.

Smart Pest Control: How Tech Is Changing Extermination
For homeowners and business owners, the value is straightforward: fewer blind spots between inspections. Technology does not replace an experienced exterminator, but it can help that professional decide where to look and what to do next.

How to Choose the Right EMRs for Startup Clinics From Day One
Before selecting a system, the clinic should turn its opening plan into a short list of workflows and acceptance criteria. It should ask each vendor to demonstrate those scenarios, document setup responsibilities, and explain how staff can retrieve records later.
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