TECH NEWS

Engineering Agent Hub: How PhonePe built a production-grade internal AI platform

Over the past couple of years, PhonePe’s journey toward operationalizing AI began with a search for external platforms capable of automating complex, cognitive business processes. However, as it tested various AI tools for its engineering and operational requirements, it consistently encountered friction, eventually leading it to architect its own internal application layer: Agent Hub.

Navigating the Constraints of External Tools
PhonePe’s initial objective was to use AI to achieve efficiency on internal processes. However, off-the-shelf products repeatedly imposed hard constraints. The team frequently hit request limits in standard AI studios and strict document caps while indexing its internal knowledge bases. For its technical teams who need specialized integrations (for example: 1TB+ GitLab repositories), the expenditure and effort involved proved insurmountable due to multiple factors, both technical and non-technical.

Technical issues it faced included context window overflow, slow processing/ storage limitations and so on.

Given the domain PhonePe works in, a...

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Malaysia ponders regulating management of IP addresses

Malaysia ponders regulating management of IP addresses Wants to revive the lost art of the National Internet Registry, which APNIC has deprecated and isn’t keen to bring back The government of Malaysia has commenced a consultation on whether it should regulate management of IP addresses and autonomous systems numbers,

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I track Dell laptop prices, and this AU$1,139 Dell 14 Plus is the EOFY deal I’d recommend before time runs out

Dell's EOFY laptop discounts can be a little less obvious than a normal retailer sale, because there’s no before price shown after a drop. Fortunately, I track Dell pricing, so I can spot when an easily missed price drop is actually worth paying attention to. That'

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DeepSeek details DSpark, a speculative decoding framework for its V4 models, saying it speeds up AI inference by up to 85% and was tested on Gemma and Qwen

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Australia investigating five social media giants for not enforcing ban on kids

public sector PLUS: Qualcomm tweaks datacenter chips for China; Japan's Air Force stretches into space; WiseTechs' woes mutiply; and more! Australia’s government has decided to double the fines it can levy companies that don’t take appropriate steps to enforce the country’s ban on children

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Malaysia ponders regulating management of IP addresses

I track Dell laptop prices, and this AU$1,139 Dell 14 Plus is the EOFY deal I&rsquo;d recommend before time runs out

DeepSeek details DSpark, a speculative decoding framework for its V4 models, saying it speeds up AI inference by up to 85% and was tested on Gemma and Qwen

Australia investigating five social media giants for not enforcing ban on kids

I track Dell laptop prices, and this AU$1,139 Dell 14 Plus is the EOFY deal I’d recommend before time runs out