When multiple teams are involved, like the front-end(delivers user experience),api(managing authentication ,authorization, and data), and source ( support filtered data). FOR successful solutions, these cross functional teams have regular cadence otherwise 🙄?
Consulting 101: Love to work with leaders who know their roadmap and share. This helps in decision-making and alignment.
Example
Small user base ,limited features| action MVP
Another set of user base, common + new features| enhance MVP + infra
Large user base | scaled system
Lesson learned!!
We can have a decent solution design and to ensure that what we are really building 👷♂️ - get actual solution validated.
Thinking ahead and assumptions don't deliver working products unless validated.
@svpino Gpt-5 or any ai model is not the answer for all types of solutions n algorithm.
Use these intelligent Solution/model to the right use case.
how many times does the model spit the code that can't be run in that state? again, back to core, think about Solution first, not ai model
Token management is a new gig now! Based on models, manage Token count, which one ?
Prompt Token count - ex 10
Response Token count - ex 5
Thought/processing Token - 20
So total tokens consumed are 35
If the app is not efficient on tokens better the user be!
Sorry 😞!
Stop using LLMs to duct-tape complex loops! It’s a lazy fix for bad algorithms/patterns. solution Logic isn’t AI’s job—it’s ours. Build smarter, not short cuts.
In a conversation, asked if we have 1 day/8 hours, n ensure we have good quality what we should do ?
Answer
1. Spot check
2. Run Regression
3. Check critical flows
4. Trust ur process - confidence on steps that have been executed
Wow!
It's not about planning all the time. Sometimes, creative execution.
I was engaged on Friday on work to be must done in 2 weeks. Coming on Monday, I need to pull the team to get it out of the door.
The weekend is for ideas , options analysis, and critical path.
Cheers 🍻
Interview - met a person and during conversation has put emphasis that love to learn and explore new skills. Awesome, that what we all look for!
When asked what you have done outside 9 to 5 job, all we had was silence 🔕
😞😓😩
Consulting 101 - The biggest challenge is how to put things together ,which can tell the story that can resonate with clients n message we need to pass.
Document is deck, but how to?
1. Sequence the slide
2. Diagram/picture to position the message
3.color n brand
4. Content
Consulting 101 - When we book a meeting n start the conversation and objectives we need to achieve,
We have already done a rehearsal of it 😉 and in some cases, that has been scripted, too 📖
Consulting 101- deck is not the solution it's representative that we looked at the problem, and this is a purposed solution to be chosen if there are options with tradeoff.
Front End <- source db <- legacy backend(gold source)
not sourcing from gold source. Have consideration for exception - data load failed, change required to fix to all the data, data cleanup at gold source, etc
Solution - think about current n vision for future!
If one asks Chat enabled model to give a code, it's vibe coding!
If the code is asking SLM or LLM to give a code that it can execute, it is still vibe coding 😆
So the only difference is HIL vs. system in loop.
When code , executes model given code, need guard rail!!!
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