The modern release workflow involves multiple stakeholders: engineers, management, designers, and product managers. It is a collaborative process that is often held together with brittle workflows. A developer deploys a new build to an ad hoc staging environment and pastes a link to that environment in Slack. Other stakeholders click on that link, then send
Deepgram is an end-to-end deep learning platform for speech recognition. Unlike the general purpose APIs from Google or Amazon, Deepgram models are custom-trained for each customer. Whether the customer is a call center, a podcasting company, or a sales department, Deepgram can work with them to build something specific to their use case. Sound data
DynamoDB is a managed NoSQL database service from AWS. It is widely used as a transactional database to fulfill key-value and wide-column data models. In a previous show with Rick Houlihan, we explored how to build a data model and optimize the query patterns for a NoSQL database. Today’s show is about DynamoDB specifically: partitioning,
As a user browses a webpage, that browser session generates events that need to be recorded, validated, enriched, and stored. This data is sometimes called customer data infrastructure, or CDI. This data requires a full stack of different tools: a system on the frontend to collect the data, middleware to transport the data, and backend
A software company manages and interacts with hundreds of APIs. These APIs require testing, performance analysis, authorization management, and release management. In a word, APIs require collaboration. Postman is a system for API collaboration. It allows users to test APIs with collections of requests, monitor the API responses, and visualize the query results. Users of
At a customer service center, thousands of hours of audio are generated. This audio provides a wealth of information to transcribe and analyze. With the additional data of the most successful customer service representatives, machine learning models can be trained to identify which speech patterns are associated with a successful worker. By identifying these speaking
Originally published July 6, 2017. We are taking a few weeks off. We’ll be back soon with new episodes. React Native allows developers to reuse components from one user interface on multiple platforms. React Native was introduced by Facebook to reduce the pain of teams who were rewriting their user interfaces for web, iOS, and
Originally published October 8, 2019. We are taking a few weeks off. We’ll be back soon with new episodes. Video surveillance impacts human lives every day. On most days, we do not feel the impact of video surveillance. But the effects of video surveillance have tremendous potential. It can be used to solve crimes and
Originally published July 25, 2019. We are taking a few weeks off. We’ll be back soon with new episodes. Envoy is an open source edge and service proxy that was originally developed at Lyft. Envoy is often deployed as a sidecar application that runs alongside a service and helps that service by providing features such
Originally published May 2, 2017. We are taking a few weeks off. We’ll be back soon with new episodes. A new programmer learns to build applications using data structures like a queue, a cache, or a database. Modern cloud applications are built using more sophisticated tools like Redis, Kafka, or Amazon S3. These tools do