Bilgin Ibryam
@bibryam.bsky.social
📌 Architect, turned product manager
🦆 Co-author of Kubernetes Patterns
🎩 Product manager at Diagrid, ex Red Hat
🤖 AI newsletter for devs 👉 https://GenerativeProgrammer.com
🦆 Co-author of Kubernetes Patterns
🎩 Product manager at Diagrid, ex Red Hat
🤖 AI newsletter for devs 👉 https://GenerativeProgrammer.com
Pinned
Bilgin Ibryam
@bibryam.bsky.social
· Mar 22
[🗣️new] AI Trends Disrupting Software Teams
In this article, I explored how AI is fundamentally reshaping software teams—impacting everyone from developers and operations to architects, technical writers, and SaaS providers.
Full Article on @infoq.com
infoq.com/articles/ai-...
In this article, I explored how AI is fundamentally reshaping software teams—impacting everyone from developers and operations to architects, technical writers, and SaaS providers.
Full Article on @infoq.com
infoq.com/articles/ai-...
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...
Full read here: www.infoq.com/minibooks/ai...
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…
www.infoq.com
November 3, 2025 at 11:15 AM
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...
Full read here: www.infoq.com/minibooks/ai...
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...
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...
November 2, 2025 at 4:15 PM
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...
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...
A must-read for agent authors 👇
🌟 Effective context engineering for AI agents🌟 - @AnthropicAI
www.anthropic.com/engineering/...
🌟 Effective context engineering for AI agents🌟 - @AnthropicAI
www.anthropic.com/engineering/...
October 5, 2025 at 11:23 AM
A must-read for agent authors 👇
🌟 Effective context engineering for AI agents🌟 - @AnthropicAI
www.anthropic.com/engineering/...
🌟 Effective context engineering for AI agents🌟 - @AnthropicAI
www.anthropic.com/engineering/...
Stop retrofitting AI into old SDLCs, instead reimagine the lifecycle. 👌
🌟 AI-Driven Development Lifecycle (AI-DLC) Method Definition 🌟
prod.d13rzhkk8cj2z0.amplifyapp.com
🌟 AI-Driven Development Lifecycle (AI-DLC) Method Definition 🌟
prod.d13rzhkk8cj2z0.amplifyapp.com
September 18, 2025 at 1:44 PM
Stop retrofitting AI into old SDLCs, instead reimagine the lifecycle. 👌
🌟 AI-Driven Development Lifecycle (AI-DLC) Method Definition 🌟
prod.d13rzhkk8cj2z0.amplifyapp.com
🌟 AI-Driven Development Lifecycle (AI-DLC) Method Definition 🌟
prod.d13rzhkk8cj2z0.amplifyapp.com
Context Engineering Lessons from Building Manus
manus.im/blog/Context...
manus.im/blog/Context...
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.
manus.im
September 12, 2025 at 3:10 PM
Context Engineering Lessons from Building Manus
manus.im/blog/Context...
manus.im/blog/Context...
Recovering from AI Addiction
internetaddictsanonymous.org/internet-and...
internetaddictsanonymous.org/internet-and...
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…
internetaddictsanonymous.org
September 10, 2025 at 2:06 PM
Recovering from AI Addiction
internetaddictsanonymous.org/internet-and...
internetaddictsanonymous.org/internet-and...
Agentic Mesh for Regulatory Compliance: EU AI Act & DORA Integration
medium.com/@mkipcak/the...
medium.com/@mkipcak/the...
The Power of Agentic Mesh in Modern Banking Architecture
How interconnected Agent + MCP Server pairs create collective intelligence that transforms business, technology, and governance
medium.com
September 9, 2025 at 1:26 PM
Agentic Mesh for Regulatory Compliance: EU AI Act & DORA Integration
medium.com/@mkipcak/the...
medium.com/@mkipcak/the...
The Big LLM Architecture Comparison
magazine.sebastianraschka.com/p/the-big-ll...
magazine.sebastianraschka.com/p/the-big-ll...
The Big LLM Architecture Comparison
From DeepSeek-V3 to Kimi K2: A Look At Modern LLM Architecture Design
magazine.sebastianraschka.com
September 7, 2025 at 2:50 PM
The Big LLM Architecture Comparison
magazine.sebastianraschka.com/p/the-big-ll...
magazine.sebastianraschka.com/p/the-big-ll...
Generative Programmer | Issue #15
🏖️ Summer 2025 recap: Agentic systems, AI-assisted coding, and the key reads you check out!
👉 generativeprogrammer.com/p/generative...
🏖️ Summer 2025 recap: Agentic systems, AI-assisted coding, and the key reads you check out!
👉 generativeprogrammer.com/p/generative...
www.linkedin.com
September 7, 2025 at 2:20 PM
Generative Programmer | Issue #15
🏖️ Summer 2025 recap: Agentic systems, AI-assisted coding, and the key reads you check out!
👉 generativeprogrammer.com/p/generative...
🏖️ Summer 2025 recap: Agentic systems, AI-assisted coding, and the key reads you check out!
👉 generativeprogrammer.com/p/generative...
Agents are not tools
discuss.google.dev/t/agents-are...
discuss.google.dev/t/agents-are...
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…
discuss.google.dev
September 7, 2025 at 8:55 AM
Agents are not tools
discuss.google.dev/t/agents-are...
discuss.google.dev/t/agents-are...
Anthropic's principles for trustworthy agents 👌
www.anthropic.com/news/our-fra...
www.anthropic.com/news/our-fra...
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.
www.anthropic.com
September 4, 2025 at 3:06 PM
Anthropic's principles for trustworthy agents 👌
www.anthropic.com/news/our-fra...
www.anthropic.com/news/our-fra...
🚨 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 👇
If you care about your privacy, you can opt out now like this 👇
September 1, 2025 at 3:03 PM
🚨 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 👇
If you care about your privacy, you can opt out now like this 👇
F*ck You, Show Me The Prompt
hamel.dev/blog/posts/p...
hamel.dev/blog/posts/p...
Fuck You, Show Me The Prompt. –
Quickly understand inscrutable LLM frameworks by intercepting API calls.
hamel.dev
August 7, 2025 at 11:01 AM
F*ck You, Show Me The Prompt
hamel.dev/blog/posts/p...
hamel.dev/blog/posts/p...
From Prompt to Code with Gemini CLI's Execution Engine
aipositive.substack.com/p/from-promp...
aipositive.substack.com/p/from-promp...
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.
aipositive.substack.com
August 6, 2025 at 11:03 AM
From Prompt to Code with Gemini CLI's Execution Engine
aipositive.substack.com/p/from-promp...
aipositive.substack.com/p/from-promp...
The DNA of AI Agents: Common Patterns in Recent Design Principles
cedricchee.com/blog/the-dna...
cedricchee.com/blog/the-dna...
The DNA of AI Agents: Common Patterns in Recent Design Principles — Chi Blog
Cedric Chee website
cedricchee.com
August 5, 2025 at 11:02 AM
The DNA of AI Agents: Common Patterns in Recent Design Principles
cedricchee.com/blog/the-dna...
cedricchee.com/blog/the-dna...
Reposted by Bilgin Ibryam
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
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
July 10, 2025 at 12:31 PM
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
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
Reposted by Bilgin Ibryam
🧠 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
@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
June 30, 2025 at 12:20 PM
🧠 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
@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
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...
Here’s a digest of the most important, so you catch up fast.
🔖Bookmark for later.
generativeprogrammer.com/p/generative...
July 6, 2025 at 3:17 PM
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...
Here’s a digest of the most important, so you catch up fast.
🔖Bookmark for later.
generativeprogrammer.com/p/generative...
🌟Agent Communication Protocols Landscape🌟https://generativeprogrammer.com/p/agent-communication-protocols-landscape
June 20, 2025 at 8:16 AM
🌟Agent Communication Protocols Landscape🌟https://generativeprogrammer.com/p/agent-communication-protocols-landscape
📢 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...
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...
🤖 Generative Programmer | Issue #13
AI-Assisted Development, Prompting Techniques, Agentic Systems
generativeprogrammer.com
June 6, 2025 at 8:03 AM
📢 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...
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...
Reposted by Bilgin Ibryam
Only at @jprimeconf.bsky.social: reunited with the former #Debezium PM, @bibryam.bsky.social. So nice to catch up in person again!
May 14, 2025 at 10:40 AM
Only at @jprimeconf.bsky.social: reunited with the former #Debezium PM, @bibryam.bsky.social. So nice to catch up in person again!
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...
📡 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...
OpenAI Embraces MCP: The Protocol Era of AI Has Arrived
Just when the dust was settling on my recent post
www.layered.dev
May 5, 2025 at 3:05 PM
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...
📡 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...
Here are the top #GenAI picks from April
🔥 Generative Programmer | Issue #12
generativeprogrammer.com/p/generative...
🔥 Generative Programmer | Issue #12
generativeprogrammer.com/p/generative...
🤖 Generative Programmer | Issue #12
AI-Assisted Development, Prompting Techniques, Agent Frameworks
open.substack.com
May 2, 2025 at 7:00 AM
Here are the top #GenAI picks from April
🔥 Generative Programmer | Issue #12
generativeprogrammer.com/p/generative...
🔥 Generative Programmer | Issue #12
generativeprogrammer.com/p/generative...