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Manticore's 14x Speedup: How Code Rebuilds Drive Real-World ImpactTechnology

Manticore's 14x Speedup: How Code Rebuilds Drive Real-World Impact

Imagine waiting 14 times longer for your search results. That was the reality for some users of Manticore's Auto Embeddings. A deep dive into the engineering choices that delivered a stunning 14x speed boost for text-to-vector conversion.

4 min
Manticore's 14x Speed Boost: Rebuilding ONNX for Faster EmbeddingsTechnology

Manticore's 14x Speed Boost: Rebuilding ONNX for Faster Embeddings

Imagine your search results appearing 14 times faster. Manticore Search just achieved this by completely rebuilding its text embedding process, turning slow AI features into lightning-quick insights for developers.

4 min
Senior SWE-Bench: How AI Is Learning to Code Like a Human ExpertTechnology

Senior SWE-Bench: How AI Is Learning to Code Like a Human Expert

Imagine AI agents not just writing code, but debugging tricky issues and building features from vague instructions, just like a human senior engineer. Senior SWE-Bench is making it a reality, pushing AI evaluation beyond basic tasks.

5 min
From Checkers to Code Agents: India's AI Journey in Software Developmentai development

From Checkers to Code Agents: India's AI Journey in Software Development

Remember when writing code was just... writing code? Now, many Indian developers find themselves spec-writing for AI agents. This shift didn't happen overnight; it’s a 70-year saga reshaping our industry.

5 min
India's AI Bill: Why 'Pretty Crazy' Token Usage Has Bosses WorriedAI Costs

India's AI Bill: Why 'Pretty Crazy' Token Usage Has Bosses Worried

Indian companies, from Bengaluru startups to Mumbai IT giants, are finding that widespread generative AI adoption comes with a steep, often hidden, price tag. 'Pretty crazy' token usage is forcing a re-evaluation of AI strategy and budget.

4 min