interface for managing multi-agent systems
demo @ mechifact.streamlit.app
#30daysofagents day 11
#buildinpublic #aiagents
demo @ mechifact.streamlit.app
#30daysofagents day 11
#buildinpublic #aiagents
April 21, 2025 at 3:13 AM
interface for managing multi-agent systems
demo @ mechifact.streamlit.app
#30daysofagents day 11
#buildinpublic #aiagents
demo @ mechifact.streamlit.app
#30daysofagents day 11
#buildinpublic #aiagents
'can't we make ai do the boring stuff?'
anyway, #30daysofagents day 22 auto-converts physical whiteboard notes to figjam
code & setup instructions: github.com/ltejedor/age...
#buildinpublic #figma #figjam #designsky #mcp #aiagents #smolagents
anyway, #30daysofagents day 22 auto-converts physical whiteboard notes to figjam
code & setup instructions: github.com/ltejedor/age...
#buildinpublic #figma #figjam #designsky #mcp #aiagents #smolagents
May 2, 2025 at 5:03 AM
'can't we make ai do the boring stuff?'
anyway, #30daysofagents day 22 auto-converts physical whiteboard notes to figjam
code & setup instructions: github.com/ltejedor/age...
#buildinpublic #figma #figjam #designsky #mcp #aiagents #smolagents
anyway, #30daysofagents day 22 auto-converts physical whiteboard notes to figjam
code & setup instructions: github.com/ltejedor/age...
#buildinpublic #figma #figjam #designsky #mcp #aiagents #smolagents
welcome back to #30daysofagents day 2!
how can you measure if the LLMs you're using are aligned with your human team's values? 🧵
#buildinpublic #aialignment
how can you measure if the LLMs you're using are aligned with your human team's values? 🧵
#buildinpublic #aialignment
April 12, 2025 at 3:31 AM
welcome back to #30daysofagents day 2!
how can you measure if the LLMs you're using are aligned with your human team's values? 🧵
#buildinpublic #aialignment
how can you measure if the LLMs you're using are aligned with your human team's values? 🧵
#buildinpublic #aialignment
#30daysofagents day 4!
find trends and patterns from in-the-moment sources
demo, no login required: huggingface.co/spaces/Leeps...
#buildinpublic
find trends and patterns from in-the-moment sources
demo, no login required: huggingface.co/spaces/Leeps...
#buildinpublic
April 14, 2025 at 2:47 AM
#30daysofagents day 4!
find trends and patterns from in-the-moment sources
demo, no login required: huggingface.co/spaces/Leeps...
#buildinpublic
find trends and patterns from in-the-moment sources
demo, no login required: huggingface.co/spaces/Leeps...
#buildinpublic
welcome to #30daysofagents day 1!
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
April 11, 2025 at 3:56 AM
welcome to #30daysofagents day 1!
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
#30daysofagents day 23 is another hackathon! inspired by sonic's chao garden, we visualize ai agents in 3D space. characters interact with each other and use tools. the human can brainstorm and plan with agents and interrupt agent runs with feedback.
#buildinpublic
#buildinpublic
May 3, 2025 at 12:41 AM
#30daysofagents day 23 is another hackathon! inspired by sonic's chao garden, we visualize ai agents in 3D space. characters interact with each other and use tools. the human can brainstorm and plan with agents and interrupt agent runs with feedback.
#buildinpublic
#buildinpublic
welcome to #30daysofagents knowledge graph edition!
visit huggingface.co/spaces/Leeps... to find connections across live news feeds
curious about knowledge graphs? follow two (quick!) tutorials, updated to 2025 libraries: github.com/ltejedor/age...
#buildinpublic #knowledgegraphs #llms #aiagents
visit huggingface.co/spaces/Leeps... to find connections across live news feeds
curious about knowledge graphs? follow two (quick!) tutorials, updated to 2025 libraries: github.com/ltejedor/age...
#buildinpublic #knowledgegraphs #llms #aiagents
April 16, 2025 at 7:12 AM
welcome to #30daysofagents knowledge graph edition!
visit huggingface.co/spaces/Leeps... to find connections across live news feeds
curious about knowledge graphs? follow two (quick!) tutorials, updated to 2025 libraries: github.com/ltejedor/age...
#buildinpublic #knowledgegraphs #llms #aiagents
visit huggingface.co/spaces/Leeps... to find connections across live news feeds
curious about knowledge graphs? follow two (quick!) tutorials, updated to 2025 libraries: github.com/ltejedor/age...
#buildinpublic #knowledgegraphs #llms #aiagents
building on yesterday's agent proof of work - adding visualizations for ai agent logs
code (for smolagents rn & working towards framework-agnostic) @ github.com/ltejedor/age...
#30daysofagents day 19 #buildinpublic
code (for smolagents rn & working towards framework-agnostic) @ github.com/ltejedor/age...
#30daysofagents day 19 #buildinpublic
April 28, 2025 at 11:57 PM
building on yesterday's agent proof of work - adding visualizations for ai agent logs
code (for smolagents rn & working towards framework-agnostic) @ github.com/ltejedor/age...
#30daysofagents day 19 #buildinpublic
code (for smolagents rn & working towards framework-agnostic) @ github.com/ltejedor/age...
#30daysofagents day 19 #buildinpublic
really, no one? alright, let's do this.
for the next 30 days, I'll release a new ai agent workflow every day.
designed to save you time when developing products - across research, dev, testing, marketing, & sales.
check back here tomorrow for day 1 😉
#30daysofagents #buildinpublic #indiehackers
for the next 30 days, I'll release a new ai agent workflow every day.
designed to save you time when developing products - across research, dev, testing, marketing, & sales.
check back here tomorrow for day 1 😉
#30daysofagents #buildinpublic #indiehackers
hey #buildinpublic, what are you using ai agents for rn? have you reliably automated any workflows?
April 10, 2025 at 5:19 AM
really, no one? alright, let's do this.
for the next 30 days, I'll release a new ai agent workflow every day.
designed to save you time when developing products - across research, dev, testing, marketing, & sales.
check back here tomorrow for day 1 😉
#30daysofagents #buildinpublic #indiehackers
for the next 30 days, I'll release a new ai agent workflow every day.
designed to save you time when developing products - across research, dev, testing, marketing, & sales.
check back here tomorrow for day 1 😉
#30daysofagents #buildinpublic #indiehackers
inspired by my horrendous experience with meta's documentation today...
#30daysofagents day 10 pits two agent systems against each other (single vs multi-agent), to see which can make the best whatsapp api documentation
they're running right now, will post results shortly! #buildinpublic
#30daysofagents day 10 pits two agent systems against each other (single vs multi-agent), to see which can make the best whatsapp api documentation
they're running right now, will post results shortly! #buildinpublic
April 20, 2025 at 1:04 AM
inspired by my horrendous experience with meta's documentation today...
#30daysofagents day 10 pits two agent systems against each other (single vs multi-agent), to see which can make the best whatsapp api documentation
they're running right now, will post results shortly! #buildinpublic
#30daysofagents day 10 pits two agent systems against each other (single vs multi-agent), to see which can make the best whatsapp api documentation
they're running right now, will post results shortly! #buildinpublic
for #30daysofagents day 8, I'm sharing the first figjam mcp server (well, I couldn't find one anywhere)
an in-whiteboard ai assistant to help facilitate design sprints 👇 demo below
code (mcp server + figma plugin + agent script) and instructions @ github.com/ltejedor/age...
#buildinpublic #figma
an in-whiteboard ai assistant to help facilitate design sprints 👇 demo below
code (mcp server + figma plugin + agent script) and instructions @ github.com/ltejedor/age...
#buildinpublic #figma
April 18, 2025 at 2:09 AM
for #30daysofagents day 8, I'm sharing the first figjam mcp server (well, I couldn't find one anywhere)
an in-whiteboard ai assistant to help facilitate design sprints 👇 demo below
code (mcp server + figma plugin + agent script) and instructions @ github.com/ltejedor/age...
#buildinpublic #figma
an in-whiteboard ai assistant to help facilitate design sprints 👇 demo below
code (mcp server + figma plugin + agent script) and instructions @ github.com/ltejedor/age...
#buildinpublic #figma
#30daysofagents day 17/30
dive into google's #a2a (agent-to-agent) framework with an experiment planner
combines previous agents (trends 🔎 + research 📊 + domain ✅ + experiment-designer 🧪) to make a single, unified team across frameworks
code & tutorial👉 github.com/ltejedor/age...
#buildinpublic
dive into google's #a2a (agent-to-agent) framework with an experiment planner
combines previous agents (trends 🔎 + research 📊 + domain ✅ + experiment-designer 🧪) to make a single, unified team across frameworks
code & tutorial👉 github.com/ltejedor/age...
#buildinpublic
April 27, 2025 at 3:28 AM
#30daysofagents day 17/30
dive into google's #a2a (agent-to-agent) framework with an experiment planner
combines previous agents (trends 🔎 + research 📊 + domain ✅ + experiment-designer 🧪) to make a single, unified team across frameworks
code & tutorial👉 github.com/ltejedor/age...
#buildinpublic
dive into google's #a2a (agent-to-agent) framework with an experiment planner
combines previous agents (trends 🔎 + research 📊 + domain ✅ + experiment-designer 🧪) to make a single, unified team across frameworks
code & tutorial👉 github.com/ltejedor/age...
#buildinpublic
#30daysofagents day 3 let's go!
today ariana.dev organized a re-weird the web hackathon
I go to hackathons pretty often, but rarely work with new people. this was the awesome exception.
we spent the day building a new benchmark... which ai model can win at a game of assassin
#buildinpublic 🧵
today ariana.dev organized a re-weird the web hackathon
I go to hackathons pretty often, but rarely work with new people. this was the awesome exception.
we spent the day building a new benchmark... which ai model can win at a game of assassin
#buildinpublic 🧵
April 13, 2025 at 3:35 AM
#30daysofagents day 3 let's go!
today ariana.dev organized a re-weird the web hackathon
I go to hackathons pretty often, but rarely work with new people. this was the awesome exception.
we spent the day building a new benchmark... which ai model can win at a game of assassin
#buildinpublic 🧵
today ariana.dev organized a re-weird the web hackathon
I go to hackathons pretty often, but rarely work with new people. this was the awesome exception.
we spent the day building a new benchmark... which ai model can win at a game of assassin
#buildinpublic 🧵
#mcp use case: add domain-name search to agent workflows
for example, an ai agent system can identify available domains based on live news sources
step by step tutorial - github.com/ltejedor/age...
#30daysofagents day 16 #buildinpublic
for example, an ai agent system can identify available domains based on live news sources
step by step tutorial - github.com/ltejedor/age...
#30daysofagents day 16 #buildinpublic
April 26, 2025 at 5:14 AM
#mcp use case: add domain-name search to agent workflows
for example, an ai agent system can identify available domains based on live news sources
step by step tutorial - github.com/ltejedor/age...
#30daysofagents day 16 #buildinpublic
for example, an ai agent system can identify available domains based on live news sources
step by step tutorial - github.com/ltejedor/age...
#30daysofagents day 16 #buildinpublic
new tutorial dropped! how to set up azure + create with the microsoft 365 agents sdk
github.com/ltejedor/age...
#30daysofagents day 21
github.com/ltejedor/age...
#30daysofagents day 21
May 1, 2025 at 5:03 AM
new tutorial dropped! how to set up azure + create with the microsoft 365 agents sdk
github.com/ltejedor/age...
#30daysofagents day 21
github.com/ltejedor/age...
#30daysofagents day 21
easy-to-run python script for persona and workflow research with #smolagents
github.com/ltejedor/age...
#30daysofagents day 14
github.com/ltejedor/age...
#30daysofagents day 14
April 24, 2025 at 2:59 AM
easy-to-run python script for persona and workflow research with #smolagents
github.com/ltejedor/age...
#30daysofagents day 14
github.com/ltejedor/age...
#30daysofagents day 14
build ai agents with fine-grained control over both energy use and performance
you can't control what you can't measure - we use ai energy score for this - huggingface.co/blog/sasha/a...
run with Mixtral-8x7B-v0.1 @ github.com/ltejedor/age...
#30daysofagents day 13 #buildinpublic
you can't control what you can't measure - we use ai energy score for this - huggingface.co/blog/sasha/a...
run with Mixtral-8x7B-v0.1 @ github.com/ltejedor/age...
#30daysofagents day 13 #buildinpublic
April 23, 2025 at 3:53 AM
build ai agents with fine-grained control over both energy use and performance
you can't control what you can't measure - we use ai energy score for this - huggingface.co/blog/sasha/a...
run with Mixtral-8x7B-v0.1 @ github.com/ltejedor/age...
#30daysofagents day 13 #buildinpublic
you can't control what you can't measure - we use ai energy score for this - huggingface.co/blog/sasha/a...
run with Mixtral-8x7B-v0.1 @ github.com/ltejedor/age...
#30daysofagents day 13 #buildinpublic
I've been building an ai agent every day for the past 25 days
takeaways: it's easy! you don't need a product I promise!
especially with MCP servers, which you can download for almost anything, set up auth, and write a 4-line function to connect it to your agent
#30daysofagents #buildinpublic
takeaways: it's easy! you don't need a product I promise!
especially with MCP servers, which you can download for almost anything, set up auth, and write a 4-line function to connect it to your agent
#30daysofagents #buildinpublic
May 5, 2025 at 3:58 AM
I've been building an ai agent every day for the past 25 days
takeaways: it's easy! you don't need a product I promise!
especially with MCP servers, which you can download for almost anything, set up auth, and write a 4-line function to connect it to your agent
#30daysofagents #buildinpublic
takeaways: it's easy! you don't need a product I promise!
especially with MCP servers, which you can download for almost anything, set up auth, and write a 4-line function to connect it to your agent
#30daysofagents #buildinpublic
"can I use the whatsapp agent to keep track of a workout competition? we're doing it manually right now."
"can it see if my parents drank water today, and remind them if they didn't?"
asks that led to #30daysofagents day 15 - interface that makes in-whatsapp ai agents accessible
#buildinpublic
"can it see if my parents drank water today, and remind them if they didn't?"
asks that led to #30daysofagents day 15 - interface that makes in-whatsapp ai agents accessible
#buildinpublic
April 25, 2025 at 5:59 AM
"can I use the whatsapp agent to keep track of a workout competition? we're doing it manually right now."
"can it see if my parents drank water today, and remind them if they didn't?"
asks that led to #30daysofagents day 15 - interface that makes in-whatsapp ai agents accessible
#buildinpublic
"can it see if my parents drank water today, and remind them if they didn't?"
asks that led to #30daysofagents day 15 - interface that makes in-whatsapp ai agents accessible
#buildinpublic
tutorial: talk to your ai agents on whatsapp with #mcp
full code and instructions: github.com/ltejedor/age...
built on #whatsmeow and #smolagents
here it is being spooky in the group chat 👻
#30daysofagents day 5
#buildinpublic
full code and instructions: github.com/ltejedor/age...
built on #whatsmeow and #smolagents
here it is being spooky in the group chat 👻
#30daysofagents day 5
#buildinpublic
April 15, 2025 at 3:54 AM
tutorial: talk to your ai agents on whatsapp with #mcp
full code and instructions: github.com/ltejedor/age...
built on #whatsmeow and #smolagents
here it is being spooky in the group chat 👻
#30daysofagents day 5
#buildinpublic
full code and instructions: github.com/ltejedor/age...
built on #whatsmeow and #smolagents
here it is being spooky in the group chat 👻
#30daysofagents day 5
#buildinpublic
day 18 of #30daysofagents: proof-of-work for ai agent systems
connect LLMs, track tool calls, visualize usage & save an audit of the run
excited to build out this proof of work proof of concept 😛 github.com/ltejedor/age...
#buildinpublic
connect LLMs, track tool calls, visualize usage & save an audit of the run
excited to build out this proof of work proof of concept 😛 github.com/ltejedor/age...
#buildinpublic
github.com
April 28, 2025 at 4:11 AM
day 18 of #30daysofagents: proof-of-work for ai agent systems
connect LLMs, track tool calls, visualize usage & save an audit of the run
excited to build out this proof of work proof of concept 😛 github.com/ltejedor/age...
#buildinpublic
connect LLMs, track tool calls, visualize usage & save an audit of the run
excited to build out this proof of work proof of concept 😛 github.com/ltejedor/age...
#buildinpublic
Game-changer alert! 🚀 This AI agent workflow is a killer way to spot startup opportunities faster than ever. Smart move to leverage news streams! 📰🔥 #Innovation #VC #30daysofagents
welcome to #30daysofagents day 1!
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
an ai agent workflow that continuously looks out for startup opportunities, all based on news streams & faster than any human could parse alone
each idea can be claimed, but only if you get to it first 👀
ideas.mechifact.com
#buildinpublic
April 14, 2025 at 3:54 PM
Game-changer alert! 🚀 This AI agent workflow is a killer way to spot startup opportunities faster than ever. Smart move to leverage news streams! 📰🔥 #Innovation #VC #30daysofagents
#30daysofagents day 20 🎉 python toolkit to visualize your ai agent actions, observations, and tool use over time
2/3 of the way there 🦾
code @ github.com/ltejedor/age... #buildinpublic
2/3 of the way there 🦾
code @ github.com/ltejedor/age... #buildinpublic
April 30, 2025 at 5:00 AM
#30daysofagents day 20 🎉 python toolkit to visualize your ai agent actions, observations, and tool use over time
2/3 of the way there 🦾
code @ github.com/ltejedor/age... #buildinpublic
2/3 of the way there 🦾
code @ github.com/ltejedor/age... #buildinpublic
curious about the whatsapp api?
I jumped through meta's platform hoops over the last 48 hours, and have a bot working in test-mode! tutorial live @ github.com/ltejedor/age...
#buildinpublic #30daysofagents day 12
I jumped through meta's platform hoops over the last 48 hours, and have a bot working in test-mode! tutorial live @ github.com/ltejedor/age...
#buildinpublic #30daysofagents day 12
April 21, 2025 at 7:16 PM
curious about the whatsapp api?
I jumped through meta's platform hoops over the last 48 hours, and have a bot working in test-mode! tutorial live @ github.com/ltejedor/age...
#buildinpublic #30daysofagents day 12
I jumped through meta's platform hoops over the last 48 hours, and have a bot working in test-mode! tutorial live @ github.com/ltejedor/age...
#buildinpublic #30daysofagents day 12
#30daysofagents day 9 🤖🤖🤖🤖🤖
a multi-agent team (throng) to clean, analyze, and visualize your data (integrated with google sheets)
this was the first time I actually needed multi-agent, even claude 3.7 kept failing alone
code, as always, is available at github.com/ltejedor/age...
#buildinpublic
a multi-agent team (throng) to clean, analyze, and visualize your data (integrated with google sheets)
this was the first time I actually needed multi-agent, even claude 3.7 kept failing alone
code, as always, is available at github.com/ltejedor/age...
#buildinpublic
agents/09-google-sheets at main · ltejedor/agents
Contribute to ltejedor/agents development by creating an account on GitHub.
github.com
April 18, 2025 at 11:10 PM
#30daysofagents day 9 🤖🤖🤖🤖🤖
a multi-agent team (throng) to clean, analyze, and visualize your data (integrated with google sheets)
this was the first time I actually needed multi-agent, even claude 3.7 kept failing alone
code, as always, is available at github.com/ltejedor/age...
#buildinpublic
a multi-agent team (throng) to clean, analyze, and visualize your data (integrated with google sheets)
this was the first time I actually needed multi-agent, even claude 3.7 kept failing alone
code, as always, is available at github.com/ltejedor/age...
#buildinpublic