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Bilgin Ibryam

@bibryam.bsky.social
418 followers 33 following 187 posts

📌 Architect, turned product manager 🦆 Co-author of Kubernetes Patterns 🎩 Product manager at Diagrid, ex Red Hat 🤖 AI newsletter for devs 👉 GenerativeProgrammer.com

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Bilgin Ibryam @bibryam.bsky.social · 20/09/2026
An LLM can write a reply. Jev can classify the request. Your code decides what happens next. A minimal Hello World and eight early projects showing where structured decisions fit: generativeprogrammer.com/p/jev-and-ll...
Comparison of a traditional autoregressive LLM and Jev. The LLM generates a response as a sequence of tokens. Jev evaluates independent typed questions against the same state in parallel, returning a choice, a score, and a yes/no probability. Application code decides how to act on the results.
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Bilgin Ibryam @bibryam.bsky.social · 29/08/2026
🌟Latency Patterns for Faster Applications🌟 AI applications changed the critical path, not the fundamentals of latency. The same patterns still apply to AI and non-AI applications. My new post maps 19 of them across the full application path. generativeprogrammer.com/p/latency-pa...
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Bilgin Ibryam @bibryam.bsky.social · 03/08/2026
Agent-ready repositories need more than code: → standing rules → repeatable skills → specs, plans, and tasks → architecture and domain intent → durable memory Markdown is becoming the interface between intent and implementation. generativeprogrammer.com/p/emerging-m...
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Diagrid @diagrid.bsky.social · 11/06/2026
🚀 Dapr 1.18 is here — and it's all about Workflows! This release puts Dapr Workflows front and center, hardening them for security, durability, and scale. Thank you to our contributors and community! Read the full release notes 👇 bit.ly/4usFTfa #Dapr #Dapr118 #Workflows #Kubernetes #AIAgents
bit.ly
What's New in Dapr 1.18: Securing and Hardening Workflows and Agents
Dapr 1.18 brings workflow history propagation, tamper detection, access policies, global concurrency limits, and secure MCP, so production workflows and agents stay trustworthy, controlled, and audita...
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Diagrid @diagrid.bsky.social · 10/06/2026
Tomorrow we're going live to build an agent that doesn't make things up 🛠️ We'll wire up Dapr Agents' new Hooks system with Tavily to automatically pull fresh web context into every call. No outdated answers. No skipped tool calls. Register 👇 bit.ly/43P1seU #AIAgents #RAG #Developer
diagrid.io
Make Your Agent Production-Smart with Automatic Web Context
Learn how to give any LLM agent reliable, real-time web knowledge without relying on the model to decide when to search. We'll build a durable expert agent end-to-end using Dapr Agents' new Hooks syst...
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Bilgin Ibryam @bibryam.bsky.social · 06/06/2026
Stop babysitting your coding agent. If you review missing imports, broken tests, bad lint output, and visual regressions yourself, you are not reviewing. You are acting as the feedback loop. Give the agent backpressure. generativeprogrammer.com/p/stop-babys...
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Diagrid @diagrid.bsky.social · 18/05/2026
New Dapr University track: Build #Dapr Workflows in .NET with #Aspire Build a workflow app that fans out to subsystem activities in parallel, aggregates the results, and triggers alerts when urgent. All from a single `aspire run`. Check out the course 👇 bit.ly/dapr-univers... #Developer #dotnet
diagrid.io
Dapr Workflows with Aspire - Dapr University | Diagrid
Learn how to build a code-first, fault-tolerant Dapr Workflow application that runs with Aspire. Scaffold a new Aspire solution, wire up Dapr Workflow, and use the Diagrid Dev Dashboard to inspect wor...
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Dapr @daprdev.bsky.social · 27/02/2026
Dapr 1.17 is released! 🚀🎉 This release introduces workflow versioning, state retention policies, up to 41% higher workflow throughput, and end-to-end tracing, Dapr Workflows are now ready for the most demanding production workloads. Check out the full release notes: blog.dapr.io/posts/2026/0...
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Diagrid @diagrid.bsky.social · 13/02/2026
Join the Dapr 1.17 celebration event where the #Dapr co-creators, maintainers, and contributors demonstrate the latest Dapr features they've been building! Learn how to develop #workflows and agentic applications that run reliably. Register here 👇 pages.diagrid.io/dapr-1.17-ce... #Developer
pages.diagrid.io
Dapr 1.17 Celebration Webinar | March 2026
Join the Dapr v1.17 celebration event to explore new features, engage in discussions, and enter a raffle for a Lego Classic Batmobile. Register now!
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Bilgin Ibryam @bibryam.bsky.social · 16/01/2026
Wrote a short blog post: The Tiniest Durable Agent www.diagrid.io/blog/the-tin...
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Diagrid @diagrid.bsky.social · 09/12/2025
Building with #Dapr Workflow? Meet your new local debugging sidekick. Diagrid Dashboard runs as a container, connects to your local state store (Redis/Postgres/SQLite), and gives instant visibility into workflow inputs, outputs, history, timing, and more. Give it a try👇 buff.ly/utr6ZKF
diagrid.io
Improving the local Dapr Workflow experience with the Diagrid Dashboard | Diagrid Blog
Visualize Dapr Workflow state with the Diagrid Dashboard
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Dapr @daprdev.bsky.social · 18/11/2025
You can now watch the Dapr Day session "Dapr for Spring Boot & Quarkus" by Mauricio Salatino on YouTube: www.youtube.com/watch?v=A1Fs...
youtube.com
Dapr for Spring Boot & Quarkus
Dapr Day 2025 session by Mauricio "Salaboy" Salatino. Dapr website: https://dapr.io/ Claim the Dapr Community supporter badge: https://bit.ly/dapr-supporter Join the Dapr Discord:…
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Bilgin Ibryam @bibryam.bsky.social · 03/11/2025
I’m proud 🙏 to be featured on @InfoQ ’s latest eMag on AI-Assisted Development in the Real World. Full read here: www.infoq.com/minibooks/ai...
infoq.com
AI Assisted Development: Real World Patterns, Pitfalls, and Production Readiness
AI is no longer a research experiment or a novelty: it is part of the software delivery pipeline. Teams are learning that integrating AI into production is less about model performance and more about…
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Bilgin Ibryam @bibryam.bsky.social · 02/11/2025
Generative Programmer | Issue #16 is out! 🔔 Catch up on everything that happened in AI-assisted coding and agentic apps over the past 2 months. Curated and rated. Subscribe, like, and share if you enjoy the content! 🙏 generativeprogrammer.com/p/generative...
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Bilgin Ibryam @bibryam.bsky.social · 05/10/2025
Why apps should use DSPy 👇 Let the Model Write the Prompt www.dbreunig.com/2025/06/10/l...
dbreunig.com
Let the Model Write the Prompt
Notes from a talk I delivered at the 2025 Data + AI Summit, detailing the problem with prompts in your code and how DSPy can make everything better.
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Bilgin Ibryam @bibryam.bsky.social · 05/10/2025
A must-read for agent authors 👇 🌟 Effective context engineering for AI agents🌟 - @AnthropicAI www.anthropic.com/engineering/...
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Bilgin Ibryam @bibryam.bsky.social · 18/09/2025
Stop retrofitting AI into old SDLCs, instead reimagine the lifecycle. 👌 🌟 AI-Driven Development Lifecycle (AI-DLC) Method Definition 🌟 prod.d13rzhkk8cj2z0.amplifyapp.com
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Bilgin Ibryam @bibryam.bsky.social · 15/09/2025
LLM Evaluation: Practical Tips at Booking.com booking.ai/llm-evaluati...
booking.com
Booking.com: The largest selection of hotels, homes, and vacation rentals
Whether you’re looking for hotels, homes, or vacation rentals, you’ll always find the guaranteed best price. Browse our 2,563,380 accommodations in over 85,000 destinations.
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Bilgin Ibryam @bibryam.bsky.social · 12/09/2025
Context Engineering Lessons from Building Manus manus.im/blog/Context...
manus.im
Context Engineering for AI Agents: Lessons from Building Manus
This post shares the local optima Manus arrived at through our own "SGD". If you're building your own AI agent, we hope these principles help you converge faster.
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Bilgin Ibryam @bibryam.bsky.social · 10/09/2025
Recovering from AI Addiction internetaddictsanonymous.org/internet-and...
internetaddictsanonymous.org
Recovering from AI Addiction – Internet and Technology Addicts Anonymous
Welcome to Internet and Technology Addicts Anonymous! We’re glad you’ve found us, and we hope our community can be as helpful to you as it has been for us. ITAA is a Twelve-Step fellowship of…
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Bilgin Ibryam @bibryam.bsky.social · 09/09/2025
Agentic Mesh for Regulatory Compliance: EU AI Act & DORA Integration medium.com/@mkipcak/the...
medium.com
The Power of Agentic Mesh in Modern Banking Architecture
How interconnected Agent + MCP Server pairs create collective intelligence that transforms business, technology, and governance
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Bilgin Ibryam @bibryam.bsky.social · 07/09/2025
The Big LLM Architecture Comparison magazine.sebastianraschka.com/p/the-big-ll...
magazine.sebastianraschka.com
The Big LLM Architecture Comparison
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
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Bilgin Ibryam @bibryam.bsky.social · 07/09/2025
Generative Programmer | Issue #15 🏖️ Summer 2025 recap: Agentic systems, AI-assisted coding, and the key reads you check out! 👉 generativeprogrammer.com/p/generative...
linkedin.com
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Bilgin Ibryam @bibryam.bsky.social · 07/09/2025
Agents are not tools discuss.google.dev/t/agents-are...
discuss.google.dev
Agents are not tools
There is a common refrain from many that “why can’t agents just be tools?”. This blog provides a point of view about why tools and agents should be treated differently, and why there needs to be a…
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Bilgin Ibryam @bibryam.bsky.social · 04/09/2025
Anthropic's principles for trustworthy agents 👌 www.anthropic.com/news/our-fra...
anthropic.com
Our framework for developing safe and trustworthy agents
Anthropic is an AI safety and research company that's working to build reliable, interpretable, and steerable AI systems.
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Bilgin Ibryam @bibryam.bsky.social · 01/09/2025
🚨 Claude’s default terms just changed: opt-in data sharing with 5-year retention! If you care about your privacy, you can opt out now like this 👇
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Bilgin Ibryam @bibryam.bsky.social · 07/08/2025
F*ck You, Show Me The Prompt hamel.dev/blog/posts/p...
hamel.dev
Fuck You, Show Me The Prompt. –
Quickly understand inscrutable LLM frameworks by intercepting API calls.
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Bilgin Ibryam @bibryam.bsky.social · 06/08/2025
From Prompt to Code with Gemini CLI's Execution Engine aipositive.substack.com/p/from-promp...
aipositive.substack.com
From Prompt to Code Part 1: Inside the Gemini CLI's Execution Engine
Most new tools get a blog post explaining their features. This isn't one of them. This is the first in a series of developer-to-developer looks under the hood of the Gemini CLI.
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Bilgin Ibryam @bibryam.bsky.social · 05/08/2025
The DNA of AI Agents: Common Patterns in Recent Design Principles cedricchee.com/blog/the-dna...
cedricchee.com
The DNA of AI Agents: Common Patterns in Recent Design Principles — Chi Blog
Cedric Chee website
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Reposted by Bilgin Ibryam
Diagrid @diagrid.bsky.social · 10/07/2025
Building production-ready AI agents? 🤖 Bilgin Ibryam ( @bibryam.bsky.social) breaks down what an agentic framework really needs to overcome LLM limitations and ensure dependable, production-grade AI systems. Learn about direction, memory, tool integration, and human oversight! buff.ly/WNjwrQj
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Diagrid @diagrid.bsky.social · 30/06/2025
🧠 Stop debating "agents vs workflows" – it's a false choice. @bibryam.bsky.social explores why your AI systems need: ✓ Workflows for reliability & compliance ✓ Agents for dynamic decision-making ✓ A unified runtime that spans both buff.ly/7OEs9Dj
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Bilgin Ibryam @bibryam.bsky.social · 06/07/2025
I went through 100+ GenAI posts in June. Here’s a digest of the most important, so you catch up fast. 🔖Bookmark for later. generativeprogrammer.com/p/generative...
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Bilgin Ibryam @bibryam.bsky.social · 20/06/2025
🌟Agent Communication Protocols Landscape🌟https://generativeprogrammer.com/p/agent-communication-protocols-landscape
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Bilgin Ibryam @bibryam.bsky.social · 06/06/2025
📢 The Generative Programmer – #13 is live! In this issue: 🔥 12-Factor Agents 🤖 Claude Code tips 🚪 How DoorDash uses LLMs 🛡️ Securing FastMCP with Keycloak ➕ 60 resources on GenAI, dev tools, prompting, and agentic systems 📩 Bookmark 👇 generativeprogrammer.com/p/generative...
generativeprogrammer.com
🤖 Generative Programmer | Issue #13
AI-Assisted Development, Prompting Techniques, Agentic Systems
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Gunnar Morling @gunnarmorling.dev · 14/05/2025
Only at @jprimeconf.bsky.social: reunited with the former #Debezium PM, @bibryam.bsky.social. So nice to catch up in person again!
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Bilgin Ibryam @bibryam.bsky.social · 05/05/2025
What MCP Means for API Ecosystem: 📡 API Producers: Wrap your REST APIs once, reach every AI assistant. 🛠️ Developers: Build once with MCP, integrate everywhere. 🌐 Platforms: Expand integrations without building. 🤖 Users: Smarter AI agents that work OOTB www.layered.dev/openai-embra...
layered.dev
OpenAI Embraces MCP: The Protocol Era of AI Has Arrived
Just when the dust was settling on my recent post
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Bilgin Ibryam @bibryam.bsky.social · 02/05/2025
Here are the top #GenAI picks from April 🔥 Generative Programmer | Issue #12 generativeprogrammer.com/p/generative...
open.substack.com
🤖 Generative Programmer | Issue #12
AI-Assisted Development, Prompting Techniques, Agent Frameworks
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Bilgin Ibryam @bibryam.bsky.social · 30/04/2025
How Cursor (AI IDE) Works blog.sshh.io/p/how-cursor...
blog.sshh.io
How Cursor (AI IDE) Works
Turning LLMs into coding experts and how to take advantage of them.
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Bilgin Ibryam @bibryam.bsky.social · 26/04/2025
"Agentic software isn't sci-fi autonomy. It's boring, recoverable engineering." 👍 Brilliant write-up by Mike Erlihson. 👇 What Agentic Software Really Means: Beyond LLM Wrappers and Hype aiwithmike.substack.com/p/what-agent...
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Bilgin Ibryam @bibryam.bsky.social · 26/04/2025
MCPs, Gatekeepers, and the Future of AI iamcharliegraham.substack.com/p/mcps-gatek...
iamcharliegraham.substack.com
MCPs, Gatekeepers, and the Future of AI
MCPs—Model Context Protocols—are set to transform AI from passive chatbots into powerful, action-taking agents. But the real story isn’t what MCPs enable—it’s who controls them.
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Bilgin Ibryam @bibryam.bsky.social · 25/04/2025
Proud to have contributed to this month’s @InfoQ Software Architects’ Newsletter. My case study covers 5 ways AI is disrupting software teams and what you can do to adapt (and thrive). Read it here: assets.infoq.com/newsletter/a...
assets.infoq.com
Welcome to the InfoQ Software Architects' Newsletter! We bring you essential news...
Welcome to the InfoQ Software Architects' Newsletter! We bring you essential news and experience on emerging patterns and technologies from industry peers each month.
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Bilgin Ibryam @bibryam.bsky.social · 25/04/2025
Software engineering in era of AI "Combine AI with structured development practices like Test-Driven Development (TDD) and architectural fitness functions to maintain high code and system quality." www.managethisway.com/p/software-e...
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Bilgin Ibryam @bibryam.bsky.social · 24/04/2025
Evaluating the AI Agent Browser Behavior madhavajay.com/evaluating-t...
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Bilgin Ibryam @bibryam.bsky.social · 23/04/2025
OpenAI’s latest guide explains how to build agentic systems 👌 With code, patterns, and practical tips from the field. 🔗 cdn.openai.com/business-gui...
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Bilgin Ibryam @bibryam.bsky.social · 21/04/2025
Principles for Building One-Shot AI Agents for Automated Code Maintenance edgebit.io/blog/automat...
edgebit.io
Principles for Building One-Shot AI Agents for Automated Code Maintenance
EdgeBit is a security platform that helps application engineering teams to find and fix security vulnerabilities. The Dependency Autofix feature contains an extremely accurate reachability engine to…
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Bilgin Ibryam @bibryam.bsky.social · 20/04/2025
🌟 10 Must-Know Key GenAI Concepts🌟 generativeprogrammer.com/p/key-genera...
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Bilgin Ibryam @bibryam.bsky.social · 20/04/2025
Why the Hack OpenAI buys Windsurf? theahura.substack.com/p/tech-thing...
theahura.substack.com
Tech things: OpenAI buys Windsurf, Google retains its lead, and where the hell is Apple?
$3 billion seems high to me. Google is on a warpath. And Apple shoots itself in the foot, twice.
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Bilgin Ibryam @bibryam.bsky.social · 17/04/2025
Oreilly trends radar: April 2025 Developments in AI, Biology, Operations, Security, and More www.oreilly.com/radar/radar-...
oreilly.com
Radar Trends to Watch: April 2025
Developments in Biology, Operations, Security, and More
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Bilgin Ibryam @bibryam.bsky.social · 13/04/2025
The best free 🌟 Prompt Engineering🌟 book you can find. www.kaggle.com/whitepaper-p... 👌 Concise & practical, written by Lee Boonstra @ Google.
kaggle.com
Prompt Engineering
Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals.
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Bilgin Ibryam @bibryam.bsky.social · 13/04/2025
How Airbnb used LLMs to migrate 3500 tests
medium.com
Accelerating Large-Scale Test Migration with LLMs
How Airbnb migrated nearly 3.5K Enzyme test files to React Testing Library in just 6 weeks using automation and LLMs
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