Juan Peredo
@juanperedotech.bsky.social
Application builder and AI aficionado. Changing the world one semi colon at a time and using tech for good. See what I am building at imagine.bolbeck.com
Today is National Family Literacy day, the perfect day to pick a book (or three) and share its magic with the family. Have quality time with your loved ones and inspire the little ones to build good reading habits.
#NationalFamilyLiteracyDay #Literacy
#NationalFamilyLiteracyDay #Literacy
November 1, 2025 at 4:02 PM
Today is National Family Literacy day, the perfect day to pick a book (or three) and share its magic with the family. Have quality time with your loved ones and inspire the little ones to build good reading habits.
#NationalFamilyLiteracyDay #Literacy
#NationalFamilyLiteracyDay #Literacy
Celebrating all the authors whose vivid imaginations transport us to far away lands. Thank you for sharing vision!
#NationalAuthorsDay #writers #Authors
#NationalAuthorsDay #writers #Authors
November 1, 2025 at 3:54 PM
Celebrating all the authors whose vivid imaginations transport us to far away lands. Thank you for sharing vision!
#NationalAuthorsDay #writers #Authors
#NationalAuthorsDay #writers #Authors
I really think that AI can be a useful tool to enhance our daily lives. In the end, it is up to the creative person behind the keyboard that guides the AI to produce an desired outcome. It is this belief that is woven into how we have designed Bolbeck Imagine.
#humanincharge #childrensbooks
#humanincharge #childrensbooks
October 25, 2025 at 2:05 AM
I really think that AI can be a useful tool to enhance our daily lives. In the end, it is up to the creative person behind the keyboard that guides the AI to produce an desired outcome. It is this belief that is woven into how we have designed Bolbeck Imagine.
#humanincharge #childrensbooks
#humanincharge #childrensbooks
Check out the quick intro video to Bolbeck Imagine. lnkd.in/ed3xCHJX
Putting a lot of time ensuring you can create your next story book and would love to get some constructive feedback on what you think of the platform. So, create a free account and let me know what you think!
Putting a lot of time ensuring you can create your next story book and would love to get some constructive feedback on what you think of the platform. So, create a free account and let me know what you think!
LinkedIn
This link will take you to a page that’s not on LinkedIn
lnkd.in
October 17, 2025 at 6:34 PM
Check out the quick intro video to Bolbeck Imagine. lnkd.in/ed3xCHJX
Putting a lot of time ensuring you can create your next story book and would love to get some constructive feedback on what you think of the platform. So, create a free account and let me know what you think!
Putting a lot of time ensuring you can create your next story book and would love to get some constructive feedback on what you think of the platform. So, create a free account and let me know what you think!
I have always thought teachers have one of the most important jobs in society. I am building Bolbeck imagine to help them create books that kids may actually want to read and thus make teachers lives a bit easier.
Just upload the manuscript and work with the assistant to create your PDF book.
Just upload the manuscript and work with the assistant to create your PDF book.
October 15, 2025 at 1:28 AM
I have always thought teachers have one of the most important jobs in society. I am building Bolbeck imagine to help them create books that kids may actually want to read and thus make teachers lives a bit easier.
Just upload the manuscript and work with the assistant to create your PDF book.
Just upload the manuscript and work with the assistant to create your PDF book.
Have you ever had an idea for a great story? Bring it to life with Bolbeck Imagine.
October 3, 2025 at 2:38 PM
Have you ever had an idea for a great story? Bring it to life with Bolbeck Imagine.
My goal to make it easy for anyone to make a children’s book continues…
October 2, 2025 at 3:59 PM
My goal to make it easy for anyone to make a children’s book continues…
I had a great time presenting my talk about the good, the bad and the just plain cool about creating applications that use AI agents at The AI Collective + Chicago Java Users Group meetup today. We had great questions and insightful conversations
July 25, 2025 at 6:36 AM
I had a great time presenting my talk about the good, the bad and the just plain cool about creating applications that use AI agents at The AI Collective + Chicago Java Users Group meetup today. We had great questions and insightful conversations
Reposted by Juan Peredo
Agentic workflows are not a replacement for microservices; they serve as a new coordination layer built upon existing service invocation.
What Agentic Workflows Mean to Microservices Developers
Agentic workflows are not a replacement for microservices; they serve as a new coordination layer built upon existing service invocation.
bit.ly
April 18, 2025 at 4:00 AM
Agentic workflows are not a replacement for microservices; they serve as a new coordination layer built upon existing service invocation.
Reposted by Juan Peredo
👿 MCP is all fun, until you add this one malicious MCP server and forget about it.
We have discovered a critical flaw in the widely-used Model Context Protocol (MCP) that enables a new form of LLM attack we term 'Tool Poisoning'.
Leaks SSH key, API keys, etc.
Details below 👇
We have discovered a critical flaw in the widely-used Model Context Protocol (MCP) that enables a new form of LLM attack we term 'Tool Poisoning'.
Leaks SSH key, API keys, etc.
Details below 👇
April 3, 2025 at 7:47 AM
👿 MCP is all fun, until you add this one malicious MCP server and forget about it.
We have discovered a critical flaw in the widely-used Model Context Protocol (MCP) that enables a new form of LLM attack we term 'Tool Poisoning'.
Leaks SSH key, API keys, etc.
Details below 👇
We have discovered a critical flaw in the widely-used Model Context Protocol (MCP) that enables a new form of LLM attack we term 'Tool Poisoning'.
Leaks SSH key, API keys, etc.
Details below 👇
I had a great time at the ArcOfAI Conference. Lots of great people with great perspectives about AI. Plus I delivered my talk on lessons learned from building agentic apps!
Thanks to the organizers that created such a well organized event!
@arcofai.bsky.social
www.bolbeck.com/blogs/post/l...
Thanks to the organizers that created such a well organized event!
@arcofai.bsky.social
www.bolbeck.com/blogs/post/l...
Navigating the new frontier - Bolbeck LLC
Lessons from building a multi-modal agentic AI application
www.bolbeck.com
April 4, 2025 at 1:47 PM
I had a great time at the ArcOfAI Conference. Lots of great people with great perspectives about AI. Plus I delivered my talk on lessons learned from building agentic apps!
Thanks to the organizers that created such a well organized event!
@arcofai.bsky.social
www.bolbeck.com/blogs/post/l...
Thanks to the organizers that created such a well organized event!
@arcofai.bsky.social
www.bolbeck.com/blogs/post/l...
Flying to Austin today for the Arc of AI conference ! Excited to learn new concepts and have insightful conversations ! Plus on Thursday, I give my talk and share what i have learnt while building AI apps. @arcofai.bsky.social
March 31, 2025 at 1:33 PM
Flying to Austin today for the Arc of AI conference ! Excited to learn new concepts and have insightful conversations ! Plus on Thursday, I give my talk and share what i have learnt while building AI apps. @arcofai.bsky.social
Reposted by Juan Peredo
Attend @juanperedotech.bsky.social's session at Arc of AI Conference, to discuss lessons learned from the journey in creating agentic AI applications 🤖
www.arcofai.com/speaker/f631...
Don't miss out and get your tickets now!
Use JOIN-JUAN-50OFF for discount
📅Mar 31-Apr 3. Austin TX
🎟️ arcofai.com
www.arcofai.com/speaker/f631...
Don't miss out and get your tickets now!
Use JOIN-JUAN-50OFF for discount
📅Mar 31-Apr 3. Austin TX
🎟️ arcofai.com
March 24, 2025 at 5:01 PM
Attend @juanperedotech.bsky.social's session at Arc of AI Conference, to discuss lessons learned from the journey in creating agentic AI applications 🤖
www.arcofai.com/speaker/f631...
Don't miss out and get your tickets now!
Use JOIN-JUAN-50OFF for discount
📅Mar 31-Apr 3. Austin TX
🎟️ arcofai.com
www.arcofai.com/speaker/f631...
Don't miss out and get your tickets now!
Use JOIN-JUAN-50OFF for discount
📅Mar 31-Apr 3. Austin TX
🎟️ arcofai.com
Great summary of the fantastic talks at AI Engineer Online Summit. Check it out & see which ones spike your interest. You could, for example, watch my talk: Lessons from building GenAI based applications 😇
Links to all the talks are in the summary.
www.linkedin.com/pulse/agent-...
Links to all the talks are in the summary.
www.linkedin.com/pulse/agent-...
Agent-Based Systems Have Arrived: AI Engineer Summit Online 2025
TL;DR: The AI Engineer Online Summit 2025 shows that AI agents are rapidly maturing. The talks had a strong sense of realism and value.
www.linkedin.com
February 28, 2025 at 2:52 AM
Great summary of the fantastic talks at AI Engineer Online Summit. Check it out & see which ones spike your interest. You could, for example, watch my talk: Lessons from building GenAI based applications 😇
Links to all the talks are in the summary.
www.linkedin.com/pulse/agent-...
Links to all the talks are in the summary.
www.linkedin.com/pulse/agent-...
Reposted by Juan Peredo
Google launches a free AI coding assistant with very high usage caps
Google launches a free AI coding assistant with very high usage caps
On Tuesday, Google introduced a new, free consumer version of its AI code completion and assistance tool, Gemini Code Assist, and which the company calls Gemini Code Assist for Individuals. The company also rolled out Gemini Code Assist for GitHub, a code…
tcrn.ch
February 25, 2025 at 11:02 AM
Google launches a free AI coding assistant with very high usage caps
Reposted by Juan Peredo
In the face of competition from Claude 3.7 Sonnet in coding, Google is launching a free version of Gemini Code Assist globally.
It comes with:
- 180,000 code completions per month
- Support for all programming languages in the public domain
- 128,000 token context window
It comes with:
- 180,000 code completions per month
- Support for all programming languages in the public domain
- 128,000 token context window
February 25, 2025 at 1:35 PM
In the face of competition from Claude 3.7 Sonnet in coding, Google is launching a free version of Gemini Code Assist globally.
It comes with:
- 180,000 code completions per month
- Support for all programming languages in the public domain
- 128,000 token context window
It comes with:
- 180,000 code completions per month
- Support for all programming languages in the public domain
- 128,000 token context window
Are you intrigued by creating GenAI-based applications? I invite you to watch my video on the AI Engineer channel, where I share insights from my experience in developing GenAI apps. The video will prepare you for a successful start in your AI journey.
m.youtube.com/watch?v=YYcN...
m.youtube.com/watch?v=YYcN...
Lessons from building GenAI based applications — Juan Peredo
YouTube video by AI Engineer
m.youtube.com
February 24, 2025 at 3:14 PM
Are you intrigued by creating GenAI-based applications? I invite you to watch my video on the AI Engineer channel, where I share insights from my experience in developing GenAI apps. The video will prepare you for a successful start in your AI journey.
m.youtube.com/watch?v=YYcN...
m.youtube.com/watch?v=YYcN...
Reposted by Juan Peredo
1/5
So, how did DeepSeek develop DeepSeek R1?
They used both DeepSeek-V3-Base and a simple prompt:
1. They asked the same question multiple times to DeepSeek-V3-Base as a group.
2. They then graded the answers, assigning an accuracy score and a format score (e.g., <think></think>).
So, how did DeepSeek develop DeepSeek R1?
They used both DeepSeek-V3-Base and a simple prompt:
1. They asked the same question multiple times to DeepSeek-V3-Base as a group.
2. They then graded the answers, assigning an accuracy score and a format score (e.g., <think></think>).
January 21, 2025 at 7:49 AM
1/5
So, how did DeepSeek develop DeepSeek R1?
They used both DeepSeek-V3-Base and a simple prompt:
1. They asked the same question multiple times to DeepSeek-V3-Base as a group.
2. They then graded the answers, assigning an accuracy score and a format score (e.g., <think></think>).
So, how did DeepSeek develop DeepSeek R1?
They used both DeepSeek-V3-Base and a simple prompt:
1. They asked the same question multiple times to DeepSeek-V3-Base as a group.
2. They then graded the answers, assigning an accuracy score and a format score (e.g., <think></think>).
Happy to share that I will be presenting at the Arc of AI conference in April! Join me and a distinguished list of speakers in Austin. Let’s share ideas and make some friends! @arcofai.bsky.social
www.arcofai.com
www.arcofai.com
Arc of AI Conference
The conference to learn, apply, and improve our craft.
www.arcofai.com
January 16, 2025 at 3:31 PM
Happy to share that I will be presenting at the Arc of AI conference in April! Join me and a distinguished list of speakers in Austin. Let’s share ideas and make some friends! @arcofai.bsky.social
www.arcofai.com
www.arcofai.com
Reposted by Juan Peredo
🚀 Discover the Best of #SoftwareArchitecture from 2024!
Explore this must-read collection of exceptional articles published on #InfoQ last year!
💡 Stay informed.
🔥 Stay inspired.
🏆 And always #StayAhead of the curve!
👉 Knowledge is power! 💪
Thread 👇
Explore this must-read collection of exceptional articles published on #InfoQ last year!
💡 Stay informed.
🔥 Stay inspired.
🏆 And always #StayAhead of the curve!
👉 Knowledge is power! 💪
Thread 👇
January 10, 2025 at 12:49 PM
🚀 Discover the Best of #SoftwareArchitecture from 2024!
Explore this must-read collection of exceptional articles published on #InfoQ last year!
💡 Stay informed.
🔥 Stay inspired.
🏆 And always #StayAhead of the curve!
👉 Knowledge is power! 💪
Thread 👇
Explore this must-read collection of exceptional articles published on #InfoQ last year!
💡 Stay informed.
🔥 Stay inspired.
🏆 And always #StayAhead of the curve!
👉 Knowledge is power! 💪
Thread 👇
Reposted by Juan Peredo
Someone on Reddit searched for (the non-existent) John Wick 5, and Google spared no expense to lie to them.
January 3, 2025 at 11:02 AM
Someone on Reddit searched for (the non-existent) John Wick 5, and Google spared no expense to lie to them.
Reposted by Juan Peredo
DeepSeek, a LLM trained for a fraction of the cost of GPT-Xx models, in 2 months for 6 million, on limited GPUs due to export restrictions, and competing head to head. This is crazy.
It's not the AI part I'm excited about, it's the level of efficiency. github.com/deepseek-ai/...
It's not the AI part I'm excited about, it's the level of efficiency. github.com/deepseek-ai/...
GitHub - deepseek-ai/DeepSeek-V3
Contribute to deepseek-ai/DeepSeek-V3 development by creating an account on GitHub.
github.com
December 31, 2024 at 5:07 PM
DeepSeek, a LLM trained for a fraction of the cost of GPT-Xx models, in 2 months for 6 million, on limited GPUs due to export restrictions, and competing head to head. This is crazy.
It's not the AI part I'm excited about, it's the level of efficiency. github.com/deepseek-ai/...
It's not the AI part I'm excited about, it's the level of efficiency. github.com/deepseek-ai/...
Reposted by Juan Peredo
Maybe one of the best explanations of what it means to be a true senior software dev and leader:
December 28, 2024 at 2:22 PM
Maybe one of the best explanations of what it means to be a true senior software dev and leader:
Reposted by Juan Peredo
Migrating to uv by @ivanleomk.bsky.social
He wrote a guide on how we migrated instructor from poetry to uv and documented the gotchas that they encountered
They saw around a 3x speedup and a ~67% reduction in CI Pipeline execution without any code changes
python.useinstructor.com/blog/2024/12...
He wrote a guide on how we migrated instructor from poetry to uv and documented the gotchas that they encountered
They saw around a 3x speedup and a ~67% reduction in CI Pipeline execution without any code changes
python.useinstructor.com/blog/2024/12...
Migrating to uv - Instructor
How we migrated from poetry to uv
python.useinstructor.com
December 28, 2024 at 2:16 AM
Migrating to uv by @ivanleomk.bsky.social
He wrote a guide on how we migrated instructor from poetry to uv and documented the gotchas that they encountered
They saw around a 3x speedup and a ~67% reduction in CI Pipeline execution without any code changes
python.useinstructor.com/blog/2024/12...
He wrote a guide on how we migrated instructor from poetry to uv and documented the gotchas that they encountered
They saw around a 3x speedup and a ~67% reduction in CI Pipeline execution without any code changes
python.useinstructor.com/blog/2024/12...
Reposted by Juan Peredo
Confirmed. DeepSeek-V3 is coming soon and it is bit better than Claude 3.5 Sonnet per Aider LLM Leaderboard.
aider.chat/docs/leaderb...
aider.chat/docs/leaderb...
December 25, 2024 at 2:09 PM
Confirmed. DeepSeek-V3 is coming soon and it is bit better than Claude 3.5 Sonnet per Aider LLM Leaderboard.
aider.chat/docs/leaderb...
aider.chat/docs/leaderb...