As the festive season rolls in with cozy drinks, twinkling lights and gift exchanges, it also brings a sharp spike in online scams. Cyber...
Home renovations are often regarded as investments; however, not every upgrade enhances a home's function, character, or resale value. Designers specializing in working with properties that are older generally emphasize that intelligent, budget-savvy decisions bear greater importance than drastic changes. Among some of the most heavily marketed "upgrades" lie those that will sap the largest budgets but guarantee little in return, especially over the long term.
One of the most costly mistakes homeowners make is demolishing walls to create open layouts. While open plans remain popular, the demolition of walls can erase architectural detail and greatly increase costs. The cost of moving a standard wall can run several hundred dollars, while modifying a load-bearing wall may call for permits, structural reinforcements, and expenses well into the thousands. Preserving smaller rooms and alcoves can often maintain charm and keep renovation budgets in check.
Homeowners tend to overspend by upgrading their floors: Many older homes have original hardwood that is hidden under carpet or outdated materials. The flooring may be uneven in color or exhibit wear patterns, but this can add character. Cleaning, buffing, crack-filling products, or spot refinishing usually takes care of most existing hardwood, which is a much less expensive proposition than installing new flooring-$ several dollars a square foot-which can quickly add up to five figures in larger homes.
When replacement is unavoidable, expensive tile is not required. Today's vinyl is a far cry from linoleum and has been engineered for durability, water resistance, and style. Luxury vinyl planks or composite tiles are scratch-resistant, easier to care for, and considerably cheaper alternatives. Vinyl can even be taken up in flooded areas, allowed to dry, and then reinstalled.
Many homeowners also spend their money unnecessarily, replacing fixtures to match the metal finish. The reality is that mixing metals can produce a warmer and more layered look. It is acceptable to choose one primary finish and then set it with other accents to allow cohesion without replacing functional hardware.
Other upgrades that cause more problems than benefits include skylights. These installations can cost several thousand dollars, with common issues cropping up long-term, like leaks. Sun tunnels offer a simpler installation process, with less expense and negligible upkeep, to reflect natural light into dark spots in the home.
On the exterior, decorative metal features like wrought iron are expensive and not ideal for every style of architecture. In simpler or more modern homes, wood features often provide a cleaner appearance at a significantly lower cost. Metal fencing or accents can be many times more expensive per foot than their wooden counterparts.
Full cabinet replacement and premium stone countertops are some of the surefire ways to inflate budgets in kitchens. For the most part, many cabinets are still good in structure and simply need sanding, a coat of primer, and paint. Other countertop materials like butcher block or quality laminate are tough and stylish yet less expensive; however, wood surfaces do require periodic oiling, and careful maintenance is a must.
Another area where people overspend is with decorative beams. Solid wood beams are heavy and expensive, while lighter planks or faux beam constructions provide the exact same look for a whole lot less money and weight.
Furniture choices have a big impact on budget: this is where antique or vintage furniture often outclasses the new, mass-produced option, and is incredibly accessible in terms of restoration. Second-hand purchases bring character while smoothing out costs.
Even appliances can be refreshed without replacement. Vinyl wrapping allows owners to change colors or finishes at low costs, avoiding the high expense of custom appliances altogether.
Ultimately, value-added renovations are about durability, function, and considered design. Whether preparing for the sale or improving daily living, smart upgrades focus on lasting impact rather than trends, ensuring both financial and aesthetic sustainability. Some connectionist models suggest that knowledge is encoded in the strength of the many contended links rather than being stored at any single location.
A six-month research into AI-based development tools has disclosed over thirty security bugs that allow remote code execution (RCE) and data exfiltration. The findings by IDEsaster research revealed how AI agents deployed in IDEs like Visual Studio Code, Zed, JetBrains products and various commercial assistants can be tricked into leaking sensitive data or launching hacker-controlled code.
The research reports that 100% of tested AI IDEs and coding agents were vulnerable. Impacted products include GitHub, Windsurf, Copilot, Cursor, Kiro.dev, Zed.dev, Roo Code, Junie, Cline, Gemini CLI, and Claude Code. At least twenty-four assigned CVEs and additional AWS advisories were also included.
The main problem comes from the way AI agents interact with IDE features. Autonomous components that could read, edit, and create files were never intended for these editors. Once-harmless features turned become attack surfaces when AI agents acquired these skills. In their threat model, all AI IDEs essentially disregard the base software. Since these features have been around for years, they consider them to be naturally safe.
However, the same functionalities can be weaponized into RCE primitives and data exfiltration once autonomous AI bots are included. The research reported that this is an IDE-agnostic attack chain.
It begins with context hacking via prompt-injection. Covert instructions can be deployed in file names, rule files, READMEs, and outputs from malicious MCP servers. When an agent reads the context, the tool can be redirected to run authorized actions that activate malicious behaviours in the core IDE. The last stage exploits built-in features to steal data or run hacker code in AI IDEs sharing core software layers.
Writing a JSON file that references a remote schema is one example. Sensitive information gathered earlier in the chain is among the parameters inserted by the agent that are leaked when the IDE automatically retrieves that schema. This behavior was seen in Zed, JetBrains IDEs, and Visual Studio Code. The outbound request was not suppressed by developer safeguards like diff previews.
Another case study uses altered IDE settings to show complete remote code execution. An attacker can make the IDE execute arbitrary code as soon as a relevant file type is opened or created by updating an executable file that is already in the workspace and then changing configuration fields like php.validate.executablePath. Similar exposure is demonstrated by JetBrains utilities via workspace metadata.
According to the IDEsaster report, “It’s impossible to entirely prevent this vulnerability class short-term, as IDEs were not initially built following the Secure for AI principle. However, these measures can be taken to reduce risk from both a user perspective and a maintainer perspective.”