Context engineering: Tackling legacy systems with generative AI

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, requires a specific approach that's being described as 'context engineering'.

This is something we've been exploring a lot in recent months at Thoughtworks. On this episode of the Technology Podcast, Thoughtworks' lead for AI-enabled software engineering, Birgitta Böckeler, and tech principal Chandirasekar Thiagarajan join hosts Ken Mugrage and Neal Ford to discuss how it works.

They explain the process, the tools and what the work is teaching them about both generative AI and legacy modernization.

Read Birgitta's blog post on reverse engineering with AI: https://www.thoughtworks.com/insights/blog/generative-ai/blackbox-reverse-engineering-ai-rebuild-application-without-accessing-code

Tämä jakso on lisätty Podme-palveluun avoimen RSS-syötteen kautta eikä se ole Podmen omaa tuotantoa. Siksi jakso saattaa sisältää mainontaa.

Jaksot(100)

What does code mean in 2026?

What does code mean in 2026?

What is code? It might sound obvious, but if you scratch the surface it becomes more difficult to articulate precisely what we mean. AI is complicating the picture further and changing the relationshi...

25 Kesä 40min

Database branching: Overcoming the bottlenecks of shared database environments

Database branching: Overcoming the bottlenecks of shared database environments

Database branching has, for a long time, been a troublesome piece in the modern developer workflow puzzle: a good idea in principle but in practice a slow and often expensive challenge. Get it right a...

11 Kesä 39min

What is spec-driven development?

What is spec-driven development?

Semantic diffusion, combined with the pace of technology change, makes talking about AI-adjacent practices and techniques incredibly diffficult. There are few better examples of this issue than the te...

28 Touko 45min

What is harness engineering?

What is harness engineering?

'Harness engineering' is one of the most significant terms to emerge in software engineering in 2026. Broadly referring to the work done to control unpredictable AI agents and coding assistants, its u...

14 Touko 40min

Anthropic Mythos: Hype, reality and the actual security implications

Anthropic Mythos: Hype, reality and the actual security implications

Anthropic Mythos garnered significant attention when it was launched in mid-April 2026. Yet despite it apparently presenting an unprecedented threat to global software, you don't have to look to close...

30 Huhti 48min

Key themes in Technology Radar Vol.34

Key themes in Technology Radar Vol.34

In April 2026 we published a new edition of the Thoughtworks Technology Radar — volume 34. Like many recent volumes, this one was dominated by AI. However, while editions over the last couple of years...

15 Huhti 44min

How it feels to be a software engineer when AI is changing our relationship with code

How it feels to be a software engineer when AI is changing our relationship with code

There's been a lot of discussion and debate in recent months about exactly how software engineering will be reshaped by AI. While it remains to be seen what the discipline will look like once things q...

2 Huhti 41min

Be brilliant at the basics: Inside Looking Glass 2026

Be brilliant at the basics: Inside Looking Glass 2026

The Thoughtworks 2026 Looking Glass report was published in January. Designed to provide business and technology leaders with the tools to better understand and navigate future trends, this edition pa...

19 Maalis 46min

Suosittua kategoriassa Liike-elämä ja talous

sijotuskasti
psykopodiaa-podcast
rss-oivalluksia-rahasta-elamasta
mimmit-sijoittaa
rss-rahapodi
herrasmieshakkerit
rahapuhetta
asuntoasiaa-paivakirjat
ostan-asuntoja-podcast
leadcast
rss-karon-grilli
rss-inderes-femme
rss-yritys-ja-erehdys
rss-porssipodi
inderespodi
pomojen-suusta
rss-porssipuhetta
rss-pariisilaiset
rss-myynti-ei-ole-kirosana
rss-perho-rajoilla