U.S. Strategic Petroleum Reserve Drops to Lowest Level Since 1982

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The U.S. Strategic Petroleum Reserve (SPR) has fallen to its lowest level since 1982, according to a report by OilPrice.com. The SPR is a government-managed emergency stockpile of crude oil maintained to cushion the U.S. economy against supply disruptions. The decline marks a significant drawdown of a reserve that has historically served as a buffer during energy crises. The development has drawn attention amid ongoing concerns about global energy supply and prices.

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Analysis of 5,300 Monthly MCP Gateway Searches Reveals Thin, Concentrated Demand

A keyword analysis of 18 search phrases related to 'MCP gateway' found that roughly 5,300 monthly searches exist in the United States, with approximately 4,800 of those concentrated in three near-identical spellings of the same term. The remaining searches break down into vendor-specific queries involving tools like Microsoft, Okta, GitHub, Docker, and Amazon API Gateway, suggesting users are already familiar with specific products rather than exploring a broad category. A smaller cluster of around 250 monthly searches reflects definition, comparison, and selection intent, covering queries such as 'what is an MCP gateway' and 'MCP gateway vs MCP server.' The cost-per-click of $49.58 across the head terms signals strong commercial interest from advertisers despite relatively modest search volumes. The analysis was conducted using the Google Ads volume endpoint and was disclosed as the work of SmartGate, a company that itself builds an MCP gateway product.

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Self-Taught Developer Seeks Mentor for K-12 STEM Simulation Projects

A developer named Nick is building science education simulations for K-12 students at local schools and an aviation museum, focusing on flight science. He has a background in older programming languages such as FORTRAN, BASIC, C, and C++, and has largely taught himself through trial and error. Nick currently uses AI tools to help build user interfaces and physical models, while applying his existing knowledge to verify accuracy. He is seeking informal mentorship from someone slightly more experienced who can guide his learning path. Nick has shared his work publicly and welcomes advice through the DEV Community.

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ProgrammingDEV Community ·

Cybersecurity Student Tests Wazuh SIEM Using Atomic Red Team Attack Simulations

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ProgrammingDEV Community ·

Single Storage Setting Blocked AI Legal Agent from Learning Judge Behavior Patterns

A developer built an AI agent called Tareekh to help Indian litigators capture unwritten courtroom knowledge, such as a judge's pattern of imposing costs after repeated adjournment requests. The agent ingests lawyers' diary notes, court order sheets, and hearing records, then answers practice-related queries with source citations. For a long time, the agent failed to detect behavioral patterns spanning multiple cases because of how memory items were being stored in the Hindsight knowledge system. The root cause turned out to be a single configuration field that confined observations within individual cases rather than allowing cross-case connections. Once corrected, the agent could identify a judge's consistent conduct — such as warning on a second request and closing evidence on a third — by linking entries across unrelated matters.

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