India's national GPU cluster crosses 40,000 accelerators
The expansion makes subsidised compute available to accredited research labs and early-stage startups through a quarterly allocation process.
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You are a Staff Engineer conducting a 45-minute system design interview.
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Act as a principal engineer onboarding onto this repository. Step 1 — Map entry points, build tooling, and runtime boundaries. Step 2 — Draw the module dependency graph in text. Step 3 — Id…
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{{PRODUCT}} on a matte concrete plinth, single hard key light from camera left, deep falloff, seamless charcoal backdrop, 85mm lens, f/2.0, subtle rim light, editorial product photography, u…Editorial
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Tech news
The expansion makes subsidised compute available to accredited research labs and early-stage startups through a quarterly allocation process.
Large monorepos report typecheck times dropping from minutes to seconds, changing how teams structure CI.
Released under a permissive licence with full evaluation harness and training data provenance documentation.
Developer infrastructure overtook fintech as the most funded early-stage software category for the first time.
Roadmaps
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Open source
Evaluation harness for LLM applications with reproducible runs.
Headless UI primitives with motion built in.
Tokenizers and datasets for 22 Indian languages.
Embeddable SQL engine in 8k lines of Rust.
Research
NeurIPS 2026
We study compute-optimal scaling across 22 Indian languages and find tokenizer efficiency dominates parameter count at small scales.
ICSE 2026
A benchmark of long-horizon software tasks measuring correctness, cost and review burden.
ACL 2026
We characterise regimes where retrieval augmentation degrades factuality relative to a strong parametric baseline.
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Weekly dispatch
The five things in Indian tech that actually mattered this week, plus new jobs, prompts and resources.