7 ways to kick-start back to school using Gemini in Workspace
Get a jump on this semester by using Gemini in Google Workspace to organize your notes, track deadlines, prep for projects, and more.
Dev Systems
Gallup scales real-time coaching for thousands with Amazon Bedrock
How Gallup turned 90 years of workplace science into an AI assistant that gives leaders personalized guidance in seconds, powered by Amazon Bedrock. Gallup delivers analytics and advice to help leaders and organizations solve their most pressing prob...
Closing the AI agent trust gap with graduated autonomy
How much to trust an AI agent is now a daily operational question. Agents read customer data, open tickets, process refunds, and delete accounts, yet most teams pick up a binary: full access or read-only. Full access is risky because agents fail unpr...
Show HN: I built a SaaS without knowing how to code – am I an idiot?
It's called learnfrom.co, a platform for creating, hosting and selling online courses.I started building it because I wanted to solve a problem I had with existing course platforms. I kept running into things I wanted to change, so I started bui...
Architecting for uncertainty - part 1: thriving in a VUCA world requires frequent deployment
This is the first in a series of articles based on my talk Architecting for Fast Flow: Thriving Amid Uncertainty.In this series, I define the term fast flow and explain why it has become an essential software delivery capability.I discuss how fast fl...
MetaRoCE: A New RDMA Transport Built for AI-Scale Ethernet
Training and serving frontier AI models depends on fast, reliable networks that move data between GPUs without wasting compute cycles. To meet this challenge at scale, Meta designed MetaRoCE – a clean-sheet RDMA transport protocol purpose-built for A...
MTIA 300: Meta’s First Training Chip with Built-in NICs and Communication-Offloading Engines
MTIA 300 is the first of Meta’s family of in-house training and inference accelerators optimized for training ranking and recommendation models.We’re sharing how MTIA 300’s built-in NIC chiplets allow it to meet the communication needs associated wit...
How a global payment processor preserved AWS RAM shares and Lake Formation permissions during an AWS Organizations migration
Accounts move between organizations in AWS Organizations whenever a business changes shape. A merger folds one estate into another. A divestiture carves one out, and some companies run more than one organization by design. The moves take more care wh...
Show HN: Praxos – team messaging with built-in memory
Hey HN! What does a regular workflow at a startup look like?Probably like this:> One founder talks to customers> Another founder builds> A customer asks for something. The first founder explains it to the second. The second founder explains...
Show HN: Kandelo – a POSIX-compatible multi-process WASM kernel for the browser
Kandelo is an open-source, Wasm-based multi-process kernel that runs POSIX programs in browsers and Node.js.Kandelo is still experimental, but it already runs a substantial range of existing software.Do you have use cases for this?We are trying Kande...
Coding Agents killed my identity. How do you feel?
I always was a nerdy, deeply technical programmer. Contributing-to-open-source-and-reading-papers-in-my-spare-time type of programmer.Programming is like a game of chess for me: winning (i.e. delivering a product) is important, but only if I played t...
Speed limits, GenAI coding agents and Autobahns - part 2: raising the safe speed
Part 1 developed a driving metaphor for GenAI-based development: you are the driver, the coding agent and its harness are the car, and your code and delivery system are the road.And in the same way that the road determines how fast you can drive, the...
Ask HN: Do teams really need to use GitHub?
Enterprises can self-host, sure. Open source projects uses it for the the network effects of GitHub. But why does a small software team need to use GitHub?I understand the ecosystem argument. Once you've got your repos, CI/CD, PRs, code rev...
Build a unified AI agent architecture with DynamoDB and Bedrock
Teams building AI agents on AWS often face a fragmented data architecture: operational data lives in Amazon DynamoDB while vector embeddings for semantic search sit in a separate, purpose-built vector store. This duplication increases infrastructure...
A Tale of Two Flink Autoscalers
Samuel Yeboah, Francesco Di Chiara and Mingliang LiuToday, Netflix runs two Flink autoscalers. That is exactly one more than we want. We built the first one in-house years ago, when there was no mature option suited to our platform. The second came f...
How AgentFlo built AI sales agents with Amazon Bedrock AgentCore – Part 2
If you’re building AI agents for commerce at scale, you face two critical challenges: handling unpredictable traffic spikes and ensuring your agents can be trusted with real customer transactions. This post shows how AgentFlo solved these challenges...
Show HN: Check if any of the $656M in unclaimed royalties at The MLC is yours
Hi HN, I built this. Quick background on why it exists:When music is streamed on digital streaming platforms (think Spotify, Apple Music, Pandora), there are two separate royalty streams: one for the recording, paid through your distributor (DistroKi...
Show HN: Naeos – an engineering system for AI coding agents
NAEOS is an open-source engineering system for AI coding agents.It provides architecture, engineering standards, policies, specifications, and validation wworkflow to help agents build software within a consistent engineering context
Ask HN: Can I realistically make an app as a junior dev?
I'm trying to make an app to help out my local community, but with the intention of scaling it at some point and serving a much wider community. It's a complex app with a lot of moving parts, and as a junior dev with little experience in so...
How AgentFlo built AI sales agents with Amazon Bedrock AgentCore – Part 1
In this post, you learn how AgentFlo built intelligent sales agents that convert conversations into completed purchases. We show you how AgentFlo improved revenue performance in early deployments using Amazon Bedrock AgentCore and the Strands Agents SDK. AgentFlo, the agentic commerce service by Salesflo, helps merchants deploy always-on AI sales, support, and ordering agents across channels like WhatsApp. These agents understand intent, connect to commerce systems, recommend products, create ca