logo
episode-header-image
Oct 2
20m 11s

What we're talking about when we talk ab...

Thoughtworks
About this episode

Everyone seems to be talking about context engineering. That was certainly the case in our recent discussions for the upcoming edition of the Technology Radar (volume 33, due early November 2025). And although we ran into the term on the Technology Podcast just a few weeks ago, we thought it would be useful to try and tackle exactly what people are talking about when they talk about context engineering. We know context is important when it comes to AI, but what does it mean to engineer it?

On this episode of the Technology Podcast, host and Thoughtworks CTO Rachel Laycock is joined by Thoughtworkers Alessio Ferri (Lead Software Engineer) and Bharani Subramaniam (CTO for India and the Middle East)  to discuss what context engineering is, how it's being done and what it tells us about the evolution of AI. This certainly won't be the last word — ours or anyone else's — on context engineering, but it might help clarify and cement your understanding as the term comes to dominate technology conversations.

Up next
Sep 18
Mean time to shared understanding: Bridging the gap between citizen developers and developers
Although the concept of the 'citizen developer' isn't new, with the rise of AI the relationship between those building software without much technical experience and seasoned software developers is becoming more significant. That's not to say there's conflict exactly, but there a ... Show More
28m 24s
Sep 4
Organizational design and Team Topologies after AI
Managing technological change in an organization — particularly a large and complex one — has always been challenging. But thanks to the rapid adoption of AI in all kinds of spheres, from knowledge management to software development to content creation, it's becoming more difficu ... Show More
42m 45s
Aug 21
Context engineering: Tackling legacy systems with generative AI
Generative AI can be incredibly powerful when it comes to legacy modernization. Not only can it help us better understand a large, aging codebase, it can even help us reverse engineer a legacy system when we don't have access to the complete source code. Doing it, though, require ... Show More
40m 41s
Recommended Episodes
May 2025
Moving beyond velocity: Measuring real business impact
In this episode of Leaders of Code, Dan Lines, cofounder and COO of LinearB; Ben Matthews, Senior Director of Engineering at Stack Overflow; and host Ben Popper talk about why velocity should be a diagnostic tool, not the primary goal of engineering teams. They also touch on the ... Show More
30m 32s
Aug 15
Measuring AI code assistants and agents with the AI Measurement Framework
In this episode of Engineering Enablement, DX CTO Laura Tacho and CEO Abi Noda break down how to measure developer productivity in the age of AI using DX’s AI Measurement Framework. Drawing on research with industry leaders, vendors, and hundreds of organizations, they explain ho ... Show More
41m 14s
Feb 2025
Building Data Excellence at Nordstrom: Scaling Standards & Measurement for Impact
In this episode of the Data Science Salon Podcast, host Anna Anisin sits down with two data leaders from Nordstrom to explore how organizations can build a culture of technical excellence and measurement in data science. First, Gina Schmalzle, Principal Data Scientist at Nordstro ... Show More
34m 50s
Dec 2024
45. Choosing Better User Impact Metrics (feat. Connor Joyce, Author & Behavioral Scientist)
Most experienced professionals in the industry will tell you that the best designs don't operate in a vacuum. Yet, most of our measurement approaches do. How do you know you're actually making a measurable impact toward users' long-term goals? Connor Joyce, author of the book, Br ... Show More
42m 11s
Oct 2021
Using Marketing Metrics That Actually Matter
Shanee Ben-Zur, Chief Marketing & Growth Officer at Crunchbase, discusses the importance of testing marketing campaigns and prioritizing needle-moving metrics that actually move companies forward. She also examines that human element in B2B marketing that is often overlooked.   I ... Show More
29m 2s
Sep 2024
The tool product managers love and is disrupting Jira | Karri Saarinen, CEO at Linear | E234
In this episode of the Product Podcast we chat with Karri Saarinen, the CEO at Linear. It's the fastest-growing and most beloved project management tool in the world. The company is valued at $400 million, and has raised $52 million in funding from Accel, Sequoia, and some o ... Show More
31m 29s
Nov 2024
#262 Self-Service Business Intelligence with Sameer Al-Sakran, CEO at Metabase
We’re improving DataFramed, and we need your help! We want to hear what you have to say about the show, and how we can make it more enjoyable for you—find out more here.We’re often caught chasing the dream of “self-serve” data—a place where data empowers stakeholders to answer th ... Show More
51m 33s
Oct 2024
How To Effectively Use Metrics and Data in Marketing
On this episode, Ash Parikh, CMO of Trellix, discusses the importance of metrics and data in marketing, including website visitor numbers, click-to-open rates, and share of voice. He emphasizes the need for transparency, trustworthiness, and responsible security in building a bra ... Show More
46m 56s
Sep 2024
How marketplaces win: Liquidity, growth levers, quality, and more | Benjamin Lauzier (Lyft, Thumbtack, Reforge)
Benjamin Lauzier has been building and scaling marketplaces for almost 15 years. He was the VP of product and growth at Thumbtack, where he rebuilt the product team and Thumbtack’s growth levers, re-architected their revenue model, and helped double the company’s growth within th ... Show More
1h 24m
Jul 2024
When Software Writes Itself (First Aired: March 20, 2024)
Some argue that self-generating software will be a revolutionary development for businesses, others contend that it may be unwieldy.  BCG’s Vladimir Lukic believes that it will be a playful thought partner for business leaders to steer and sanity-check. It will make nimble explor ... Show More
25m 10s