#context-engineering

Making Sense of AI Jargon: (Part 3) Prompt, Context and Agentic Engineering

The plain-English guide to LLM terms — Prompt, Context and Agentic Engineering. Illustrated using Python code.

Context Window Büyüdü, Sorun Bitmedi

Altı yılda context window 2.048 token’dan 1 milyona çıktı. GPT-3'ün penceresi yalnızca birkaç sayfalık metne denk geliyordu; bugün bazı…

The Missing Layer: Why Agents Don’t Need More Context, They Need a Context System

Context

A good harness makes /clear free

Second episode of “Work smaller, ship fewer bugs with AI”. The first one (Same model — so why do some devs ship more bugs?) laid out the…

Same model — so why do some devs ship more bugs?

First episode of “Work smaller, ship fewer bugs with AI”, a series in 3 articles. Today: the problem. Episode two (A good harness makes…

Opus 5: Cost of Instruction Conflicts

What does a conflicting instruction set cost you? For one, time and tokens, not to mention the constant headache to figure out the “why?”…

Context Engineering: The Next Evolution After Prompt Engineering

A good AI answer can still feel useless inside a real business system. This sentence may sound harsh, but most delivery teams have seen it…

Beyond RAG: Mastering Agent Context Engineering with OpenWiki Brains for Reliable AI Agents

Why Your 10-Step Agent Keeps Failing & How OpenWiki Brains Finally Fixes It

We needed machines to teach us how to talk to each other

We built AI with limited context windows, spent three years learning to feed them carefully, and only then noticed we had been overloading…

Your GitHub Copilot Doesn’t Need More Context.

It Needs Better Context.

Xây dựng một AI Harness cho công việc hằng ngày

Khi mọi người vẫn mải miết nói về prompt, làm sao để prompt hay, prompt đẹp thì tôi nói với họ về Context System.

The Who, What, and Why of Semantic Layers: The Layer That Decides Whether Your Numbers Can Be…

There is a survey statistic making the rounds this year that I cannot stop quoting: 84 percent of data teams report regularly encountering…

7 Context Engineering Secrets Nobody Tells You

The Proven System to Master LLM Output & Build Truly Intelligent AI

From hand-built to self-building: how data platforms evolve in the AI era

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Context Engineering for Bedrock Agents: A Hands-On Guide Beyond Prompt Engineering

Build a layered context pipeline (persistent, time-sensitive, transient) that stops your agent from hallucinating

Portfolio Studio: A New Business Context Solution Built on the Open Data Product Standards Family

The Open Data Product Standards family was created to make data products easier to define, connect, govern, and use across teams and…

The Real Problem in Enterprise AI Is Context Selection

Why for working production ready AI system in Enterprise sphere Context selection is critical issue.

A ready reckoner for cutting Claude Code token costs

Claude Code is great until the token bill shows up. And most of the waste traces back to one thing: your whole conversation gets resent on…

Autonomous Software Development: Good Idea or Bad Idea?

Exploring autonomous AI software development using Paperclip and BMAD

Everyone Is Doing Context Engineering Wrong (Including Me, Until Last Month)

I kept feeding my agent more context to make it smarter. It got dumber. Here’s what I misunderstood about the most important AI skill of…

Context Is the New Compute

The real bottleneck isn’t the model — it’s what you stuff into the window. The case for context engineering as its own discipline, with the…

Stop “Vibe Coding.” Start “Context Engineering.” It Is the Only Skill That Matters in 2026.

AI can write the code now. But if your codebase is a mess, it is because you are feeding it the wrong context. Here is the new meta for…

Context Rot: Why Your Agent Gets Dumber the Longer It Runs

If you’ve built an agent that runs for more than a handful of steps, you’ve felt this — even if you didn’t have a name for it.

He writes 94% less code, 20% cheaper and 27% faster.. and it works!

This month, a single-author repo called ponytail collected tens of thousands of GitHub stars in a couple of weeks on one promise: install a…

New Open-Source Context Specs Released

Capital One open-sources Context Specs, an SDD framework using context engineering to bridge business ideas and code.

Better AI Context Management With Privacy. Case Studies: Plurality, Ekai.

Earlier this year, I had discussed at length about AI memory challenges and potential solutions. I mentioned a couple of names there who…

Context Rot Is Why Your 2-Million-Token Window Keeps Forgetting the Middle

The token count on the box went up. The thing you actually wanted — reliable recall — quietly went the other way.

Des pointeurs, pas des copies, banane !

TL;DR : Je connais le context rot. J’avais même une hygiène que je croyais carrée. Je me suis quand même fait avoir, par la mémoire que…

From Customer 360 to Customer Intelligence: How Databricks’ DAIS Announcements Are Shaping the…

Why Context Engineering Is the Missing Layer in Enterprise AI

Context Engineering Is Not About Stuffing More Into the Prompt

The context window is not a trash can. It’s a desk. And a messy desk kills productivity faster than a small one.

100x SRE: Building an Autonomous GKE Incident Responder with Google Antigravity 2.0

Disclaimer: This article serves as an illustrative example of what autonomous workflows can achieve. The architecture and workflows…

The Telephone Problem — Why Context Handoff Is the Quiet Crisis in Agentic AI

Remember playing Telephone as a kid?

Loop Engineering

The Bottleneck Is Not the Model. It is you. Stop being the loop. Start designing the system that does the work.

The Hidden Layer of AI Nobody Talks About: Context Infrastructure

The real challenge isn’t building smarter models. It’s building systems that remember.

Gilbane Advisor: GenAI disrupts B2B, LLM councils, semantic layer, agent memory

Featured articles from: Amit Joshi, Ivy Buche & Caroline Schwaer, and Rohit Krishnan.

Here’s Why Building an AI That Lives Inside Your Workflow Is Harder Than It Sounds

Everyone’s racing to build the smartest AI. Almost nobody is building AI that actually fits into how you already work. That’s the harder…

You Don’t Have an AI Problem. You Have an Operating System Problem.

Everyone’s collecting tools. Almost nobody builds the thing that makes them compound.

Prompt Engineering Gets You Demos. Mathematical Thinking Gets You Production.

You don’t have a prompting problem — you have a thinking problem.

Product Teams Don’t Have a Prompting Problem

They have a shared context problem. AI just made the pantry mess impossible to ignore.

Get More Out of Claude: 4 Habits and One Bonus Trick

This is a member-only story. Not a Medium member? You can read the full thing for free with this friend link

Claude Code: Adding context

Learn why context is the foundation of AI-assisted development and how techniques like /init, CLAUDE.md, /memory, and @file references help…

Comment éviter de devenir zinzin (votre IA, et vous un peu aussi)

TL;DR : plus une conversation avec une IA s’allonge, moins elle est précise et efficace. Deux réglages pour l’éviter dans Claude Code : une…

工程師在搶 context engineering，AI 真正缺的卻是設計界十年前嫌無聊的那個技能

Inversion of Control in Multi-agent Solutions | Context Management | When Sub-agents take control…

A famous Hollywood saying — “Don’t call us, we will call you”- that was quoted in 1980s Xerox PARC’s Multi-windows OS paper describing…

Google Is No Longer the Final Boss. Here’s What Replaced It.

The brands that figure this out now will own the next decade of search. The ones that don’t will wonder why their traffic quietly…

OpenCode References: AI Kod Ajanları İçin Yeni Bir Context Katmanı

Artık mesele sadece daha iyi model seçmek değil; doğru repo, doğru doküman ve doğru örneği ajanın çalışma alanına bağlamak.

Why AGI won’t fix your AI agent’s biggest problem.

Gil Feig, co-founder and CTO of Merge, asked me a question that stuck around after our conversation ended. It was structured as a thought…

Loop Engineering: The New Way to Use Claude Code & Codex

What happened in 2026 exactly?!

Moving from Stateless LLMs to Situated Intelligence

We’ve spent the last few years treating LLMs as if their main advantage is that they know almost everything. They can explain quantum…

Context Engineering with Snowflake CoCo CLI, Part 2: Runtime Enforcement and Scaling Complex Work

*This is Part 2 of a two-part series. Part 1 covered the foundational concepts and the static configuration surfaces: AGENTS.md, rules…