SShortSingh.
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ProgrammingDEV Community ·

Multi-agent apps need token budgets, not only cheaper models

When teams start using AI agents, the first cost-control instinct is usually simple: move more traffic to cheaper models. That helps, but it does not solve the real operational problem. A long-running workflow does not fail financially because one model is expensive. It fails because nobody can explain the chain of spending after the run finishes. Which API key started the task?

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ProgrammingDEV Community ·

Debloating MIUI / HyperOS Without Root: A Practical ADB Guide.

Remove Xiaomi ads, telemetry, and bloatware via ADB - no root, no bootloader unlock, SafetyNet stays intact. Every Xiaomi, Redmi, or POCO owner knows the deal: aggressive in-app ads inside system apps, background analytics daemons you never asked for, and gigabytes of pre-installed bloatware that quietly consume RAM. On devices with 4-6 GB of RAM, this background orchestra causes constant micro-stutters, UI lag, and noticeably shorter battery life. The usual solution pitched on forums involves unlocking the bootloader, flashing custom recovery, and installing a clean ROM like Pixel Experience

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IndiaTimes of India ·

'Let him serve the team': Ashwin's massive statement on Vaibhav Sooryavanshi's India debut delay

Despite anticipation for Vaibhav Sooryavanshi's debut, India's management retained their established opening pair against Ireland. Veteran spinner Ravi Ashwin endorsed this, emphasizing the learning value of observing from the sidelines. He stressed that rushing the young talent isn't beneficial, highlighting that patience and understanding team dynamics are crucial for a long, successful career, even if it means serving in a support role initially.

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IndiaTimes of India ·

Lohagarh murder case: Pune police examine car used by Ketan Agarwal during fatal trekking trip

Pune police are investigating the red electric car used by murder victim Ketan Agarwal on his final trip to Lohagad Fort. His fiancée, Siya Goyal, and her friend Chetan Chaudhary are in custody. The Maharashtra government has approved a fast-track court and appointed Ujjwal Nikam as special public prosecutor following a plea for swift justice from Agarwal's father, who seeks the death penalty for the accused.

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