







The following article comes from two blog posts by Drew Breunig: “How Long Contexts Fail” and “How to Fix Your Contexts.”Managing Your Context is the Key
Context Engineering | Meetup
"Context engineering is the delicate art and science of filling the context window with just the right information for the next step" - Andrej KarpathyLearn about tools, frameworks, and code that is in service of context engineering from practitioners in this space.Dive into the set of strategies fo

The State of Context Engineering
As models improve, they bring surprising challenges for those building apps and harnesses. How context engineering has changed this year, and where it’s headed.


Context Engineering
Context engineering strategies for AI agents: write, select, compress, and isolate context to optimize performance and manage long-running tasks.

Context Constitution
Today we are releasing the Context Constitution: a set of principles governing how AI agents manage context to learn from experience.

Layers of context.
Recently I was chatting with a Staff-plus engineer who was struggling to influence his peers. Each time he suggested an approach, his team agreed with him, but his peers in the organization disagreed and pushed back. He wanted advice on why his peers kept undermining his approach. After our chat, I followed up by talking with his peers about some recent disagreements, and they kept highlighting missing context from the engineer’s proposals. As I spoke with more peers, the engineer’s problem became clearer: the engineer struggled to reason about a problem across its multiple layers of context.

Context Engineering Guide – Nextra
A Comprehensive Overview of Prompt Engineering
Context engineering is sleeping on the humble hyperlink
The dream of hypermedia can come to fruition in a world where clients can not only parse, but navigate with intent.

the attention cottage – The Homebound Symphony
In the last few days I have come across, or had sent to me, anguished cries from people who have recently been dragged on social media and cannot fathom the injustice of it, and I find myself thinking: You haven’t figured this out yet? You complain about your words being taken out of context when you post them in an environment whose entire structure — as we have all known for fifteen years now — demands context collapse? How many more times do you plan to smack your head against that unyielding wall?
Who’s the Admin, Me or Claude?
Credit: Museums Victoria / Unsplash There’s a lot of conversation right now about “context engineering” for dev work; structuring what you feed an LLM so it can do useful things. …

The Architect of Constraints: Why Context Engineering Is the Human Skill That Matters
“If I had an hour to solve a problem, I’d spend 55 minutes defining the problem and 5 minutes solving it.” — Albert Einstein

Protocols and Power
If "context" is king, we need to ensure it remains fluid and accessible by third-party developers

Stop Using Google Trends
Alternatively titled ‘Be aware of context, and maybe start using Google AdWords’ Instead

Luke Wroblewski on Twitter / X
If context engineering is the new hotness for engineering, context management is the new UI hotness/challenge for designers. pic.twitter.com/iXNTYnVRIi— Luke Wroblewski (@LukeW) July 10, 2025

Recursive Language Models: the paradigm of 2026
How we plan to manage extremely long contexts
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