#developerworkflow #researchworkflow #datasettools #privacertools #offlinefirst
#localprocessing #automationtools #codersofinstagram #buildinpublic - Shameless, perhaps. Effective, questionable. Done anyways.
#developerworkflow #researchworkflow #datasettools #privacertools #offlinefirst
#localprocessing #automationtools #codersofinstagram #buildinpublic - Shameless, perhaps. Effective, questionable. Done anyways.
This is interesting:
Model choice matters.
Different models seem better suited to different tasks:
• Exploring ideas
• Planning
• Writing specs
• Generating code
#buildinpublic #ai #llm #ollama #softwareengineering #developerworkflow #localai #nodejs #promptengineering #systemdesign
This is interesting:
Model choice matters.
Different models seem better suited to different tasks:
• Exploring ideas
• Planning
• Writing specs
• Generating code
#buildinpublic #ai #llm #ollama #softwareengineering #developerworkflow #localai #nodejs #promptengineering #systemdesign
The problem isn’t necessarily the quality of the model.
#buildinpublic #ai #aidevelopment #softwareengineering #vibecoding #llm #coding #developerworkflow #specdrivendevelopment #systemdesign #futureofcoding #buildinpublicjourney
The problem isn’t necessarily the quality of the model.
#buildinpublic #ai #aidevelopment #softwareengineering #vibecoding #llm #coding #developerworkflow #specdrivendevelopment #systemdesign #futureofcoding #buildinpublicjourney
Now comes the build phase.
But that doesn’t mean I’ve handed over responsibility.
The reality is:
…
#buildinpublic #ai #softwareengineering #llm #developerworkflow #specdrivendevelopment #systemdesign #architecture #coding #nodejs
Now comes the build phase.
But that doesn’t mean I’ve handed over responsibility.
The reality is:
…
#buildinpublic #ai #softwareengineering #llm #developerworkflow #specdrivendevelopment #systemdesign #architecture #coding #nodejs
Back in 2024, setting up a JavaScript development environment felt like walking through a minefield:
• Which framework?
…
#buildinpublic #ai #softwareengineering #javascript #nodejs #systemdesign #specdrivendevelopment #webdevelopment #githubcopilot #llm #developerworkflow #coding
Back in 2024, setting up a JavaScript development environment felt like walking through a minefield:
• Which framework?
…
#buildinpublic #ai #softwareengineering #javascript #nodejs #systemdesign #specdrivendevelopment #webdevelopment #githubcopilot #llm #developerworkflow #coding
If you're great at generating ideas, but struggle with planning, you might recognise these symptoms:
* Lots of ideas
#buildinpublic #ai #productivity #softwareengineering #projectmanagement #promptengineering #llm #developerworkflow #buildinpublicchallenge #futureofwork
If you're great at generating ideas, but struggle with planning, you might recognise these symptoms:
* Lots of ideas
#buildinpublic #ai #productivity #softwareengineering #projectmanagement #promptengineering #llm #developerworkflow #buildinpublicchallenge #futureofwork
I have been trying this approach…
Don't stop at the first AI-generated solution.
Every model I've used produces first-pass implementations that contain problems.
#buildinpublic #ai #softwareengineering #apis #security #architecture #promptengineering #developerworkflow #llm #co
I have been trying this approach…
Don't stop at the first AI-generated solution.
Every model I've used produces first-pass implementations that contain problems.
#buildinpublic #ai #softwareengineering #apis #security #architecture #promptengineering #developerworkflow #llm #co
One thing I've noticed with AI:
When it's obviously wrong, it's usually easy to spot.
The real danger is when it's plausibly correct.
#buildinpublic #ai #softwareengineering #criticalthinking #dataanalysis #llm #promptengineering #developerworkflow #genai #trustbutverify
One thing I've noticed with AI:
When it's obviously wrong, it's usually easy to spot.
The real danger is when it's plausibly correct.
#buildinpublic #ai #softwareengineering #criticalthinking #dataanalysis #llm #promptengineering #developerworkflow #genai #trustbutverify
After the conversation and planning phases.
Create a spec and write it out to file(s).
Why?
Because the spec becomes a durable artifact:
#buildinpublic #ai #softwareengineering #specdrivendevelopment #systemdesign #architecture #promptengineering #developerworkflow #llm #nodejs
After the conversation and planning phases.
Create a spec and write it out to file(s).
Why?
Because the spec becomes a durable artifact:
#buildinpublic #ai #softwareengineering #specdrivendevelopment #systemdesign #architecture #promptengineering #developerworkflow #llm #nodejs
A few practical things that consistently improve AI-assisted development:
• Plan before you jump
“Use planning mode, then discuss a concept”
#buildinpublic #ai #softwareengineering #promptengineering #systemdesign #developerworkflow #llm #nodejs #specdrivendevelopment
A few practical things that consistently improve AI-assisted development:
• Plan before you jump
“Use planning mode, then discuss a concept”
#buildinpublic #ai #softwareengineering #promptengineering #systemdesign #developerworkflow #llm #nodejs #specdrivendevelopment
Tried using a “/grill-me” style skill on a new feature idea today…
…and it disappeared straight down a rabbit hole of decisions
#buildinpublic #ai #softwareengineering #bddf #systemdesign #developerworkflow #specdrivendevelopment #nodejs #devthoughts #llm
Tried using a “/grill-me” style skill on a new feature idea today…
…and it disappeared straight down a rabbit hole of decisions
#buildinpublic #ai #softwareengineering #bddf #systemdesign #developerworkflow #specdrivendevelopment #nodejs #devthoughts #llm
After a lot of experimentation, a development pattern has emerged that feels both reliable and repeatable:
➡️ Conversation
➡️ Plan
➡️ Spec
➡️ Build
#buildinpublic #ai #softwareengineering #specdrivendevelopment #systemdesign #developerworkflow #architecture #llm #engineering #no
After a lot of experimentation, a development pattern has emerged that feels both reliable and repeatable:
➡️ Conversation
➡️ Plan
➡️ Spec
➡️ Build
#buildinpublic #ai #softwareengineering #specdrivendevelopment #systemdesign #developerworkflow #architecture #llm #engineering #no
Sometimes the hardest part of work isn't the work itself.
It's the weight of all the decisions around it.
#buildinpublic #ai #productivity #softwareengineering #decisionmaking #promptengineering #llm #developerworkflow #focus #futureofwork
Sometimes the hardest part of work isn't the work itself.
It's the weight of all the decisions around it.
#buildinpublic #ai #productivity #softwareengineering #decisionmaking #promptengineering #llm #developerworkflow #focus #futureofwork
After the initial conversation, I plan but…
Don’t ask for the plan immediately.
Instead, add something like:
#buildinpublic #ai #softwareengineering #systemdesign #promptengineering #architecture #llm #developerworkflow #specdrivendevelopment #buildinpublic
After the initial conversation, I plan but…
Don’t ask for the plan immediately.
Instead, add something like:
#buildinpublic #ai #softwareengineering #systemdesign #promptengineering #architecture #llm #developerworkflow #specdrivendevelopment #buildinpublic
Interesting AI observation today — in visual form.
For the last 4 posts, I’ve been using Gemini to apply titles onto my manually created background images.
#buildinpublic #ai #llm #gemini #promptengineering #softwareengineering #contextwindow #developerworkflow #genai
Interesting AI observation today — in visual form.
For the last 4 posts, I’ve been using Gemini to apply titles onto my manually created background images.
#buildinpublic #ai #llm #gemini #promptengineering #softwareengineering #contextwindow #developerworkflow #genai
Coding is far more engaging than writing specs.
#buildinpublic #ai #softwareengineering #specdrivendevelopment #requirements #developerworkflow #llm #systemdesign #futureofcoding #aidevelopment #coding
Coding is far more engaging than writing specs.
#buildinpublic #ai #softwareengineering #specdrivendevelopment #requirements #developerworkflow #llm #systemdesign #futureofcoding #aidevelopment #coding
Started experimenting with local LLMs today — and there’s definitely real potential here.
Setup was surprisingly simple:
• Ollama
• Running lightweight Docker container
• Local AI in a flash
#buildinpublic #ai #ollama #llm #docker #softwareengineering #localai #nodejs #developerworkflow
Started experimenting with local LLMs today — and there’s definitely real potential here.
Setup was surprisingly simple:
• Ollama
• Running lightweight Docker container
• Local AI in a flash
#buildinpublic #ai #ollama #llm #docker #softwareengineering #localai #nodejs #developerworkflow
One of the more interesting challenges with AI adoption:
The double-headed curse of AI.
#buildinpublic #ai #softwareengineering #llm #developerworkflow #genai #productivity #engineeringmanagement #devthoughts #technology
One of the more interesting challenges with AI adoption:
The double-headed curse of AI.
#buildinpublic #ai #softwareengineering #llm #developerworkflow #genai #productivity #engineeringmanagement #devthoughts #technology
Death of the engineer?
I don’t think so.
AI is moving incredibly fast, but getting value from it still requires knowledge, judgment and experience.
#buildinpublic #ai #softwareengineering #productmanagement #systemdesign #llm #developerworkflow #technology #engineering #futureofwork
Death of the engineer?
I don’t think so.
AI is moving incredibly fast, but getting value from it still requires knowledge, judgment and experience.
#buildinpublic #ai #softwareengineering #productmanagement #systemdesign #llm #developerworkflow #technology #engineering #futureofwork
At a human level, I think we're asking the wrong question.
Instead of asking:
"What can AI do?"
We should be asking:
"What am I bad at or avoid doing?"
#buildinpublic #ai #softwareengineering #productmanagement #leadership #selfimprovement #developerworkflow #llm #productivity #futureofwork
At a human level, I think we're asking the wrong question.
Instead of asking:
"What can AI do?"
We should be asking:
"What am I bad at or avoid doing?"
#buildinpublic #ai #softwareengineering #productmanagement #leadership #selfimprovement #developerworkflow #llm #productivity #futureofwork
The initial discovery phase is different from implementation.
At the start of a project, you're often not looking for code.
#buildinpublic #ai #softwareengineering #systemdesign #planning #promptengineering #llm #developerworkflow #specdrivendevelopment #architecture
The initial discovery phase is different from implementation.
At the start of a project, you're often not looking for code.
#buildinpublic #ai #softwareengineering #systemdesign #planning #promptengineering #llm #developerworkflow #specdrivendevelopment #architecture
Something worth thinking about:
AI access is getting more expensive.
That’s not particularly surprising.
#buildinpublic #ai #llm #softwareengineering #genai #localai #ollama #developerworkflow #cloudcomputing #systemdesign #costoptimization
Something worth thinking about:
AI access is getting more expensive.
That’s not particularly surprising.
#buildinpublic #ai #llm #softwareengineering #genai #localai #ollama #developerworkflow #cloudcomputing #systemdesign #costoptimization
Fares Aziz says it’s all about balance — between what we review and what we hand off to AI 🤖
🎥 Watch his thoughts from #iJSCon!
#JavaScript #AI #DeveloperWorkflow #DevTools
Fares Aziz says it’s all about balance — between what we review and what we hand off to AI 🤖
🎥 Watch his thoughts from #iJSCon!
#JavaScript #AI #DeveloperWorkflow #DevTools
You see demos of someone one-shotting Minecraft
#buildinpublic #ai #aidevelopment #softwareengineering #vibecoding #llm #coding #developerworkflow #specdrivendevelopment #systemdesign #futureofcoding #buildinpublicjourney
You see demos of someone one-shotting Minecraft
#buildinpublic #ai #aidevelopment #softwareengineering #vibecoding #llm #coding #developerworkflow #specdrivendevelopment #systemdesign #futureofcoding #buildinpublicjourney