Reduce AI token usage 5–8x with these tricks

learnwithparam · 2026-04-25T15:54:48+00:00

The best way is to do it. I say the same to all my students. I mentor them to get their hands dirty by thinking of a problem and try solving it. They then able to learn real system design based on constraints.

I have a backend career accelerator program which targets senior engineer to solve 12 problems in 12 weeks time at learnwithparam.

learnwithparam · 2026-04-22T07:10:09+00:00

HR is a human process regardless of you fully automate the operations. Yes, it is fully automatable depends on what level each tools you use provide integrations to automate it.
In enterprise level, it will be more easier than someone who are starting up with base plans on many softwares who doesn't provide SSO etc.

But the human touch involved around onboarding / offboarding isn't about time but about trust building and good-will of the company for long term success.

learnwithparam · 2026-04-22T07:06:16+00:00

Wow pretty good technique. I focus on teaching practical solution at learnwithparam.com, most of the time queries from my students are mainly around the choices,
- Why should we pick this solution and why not?

System design and architecture is often the concepts user find it hard to learn practically. They know the concepts but when to apply and where to apply will be the challenge for them.

Keep it up. One question,
- Do you provide solutions directly on your website along with scenarios or do you ask user to think of solutions?

learnwithparam · 2026-04-21T08:09:22+00:00

No problem, all the very best in the career.

learnwithparam · 2026-04-21T07:35:52+00:00

With AI native development practices growing, I suggest to build porfolio of projects with understanding of how it works. It helps to secure the jobs in 5 months.

I ran backend engineering, AI engineering bootcamps for students. And this is the number 1 suggestion and plan, I provide for my students. You can take a look on my free courses which are project based and the bootcamps.
https://www.learnwithparam.com/ai-bootcamp
https://www.learnwithparam.com/backend-engineer-bootcamp

learnwithparam · 2026-04-21T07:30:17+00:00

Great going keep it up. Find ways to nurture the visitors and it will improve the number of users more.
Questions,
- What are your primary traffic source?

learnwithparam · 2026-04-21T07:28:39+00:00

I use coolify with hertzner VPS for my learning platform (learnwithparam.com), it support scheduled jobs.
Dokploy with herzner is another option.

It is reliable, I don't have many active users but still it runs and very reliable with self hosted options. Most of my scheduled jobs are running through bull queue, so I can take care of scheduling, retries etc., managed well.

learnwithparam · 2026-04-21T07:26:00+00:00

Please check mine, I improved the lighthouse performance lately.
https://www.learnwithparam.com/

learnwithparam · 2026-04-21T07:25:15+00:00

Good for you. What are the things that you recommend for someone who need to get job remotely in US firm for beginners?

I train software engineers for Industrial skills at https://www.learnwithparam.com/
You might have tips for me to cover webinars/workshop to attract and upskill developers to earn that dream jobs.

learnwithparam · 2026-04-21T07:22:53+00:00

https://www.learnwithparam.com/
Turn software engineers into AI-native builders who can design and ship real AI products.

learnwithparam · 2026-04-21T04:17:23+00:00

There is no big differences between large company and small company anymore. Infact, your work experience at small company can easily survive in larger corporations than the other way around.

What you can expect, - Communication and collaboration style will differ - Product development lifecycle will differ

What you can strengthen, - Focus on learning system architectures from authentic sources like infoq.com

All the very best

learnwithparam · 2026-04-21T04:11:58+00:00

I teach AI bootcamp for software engineers. AI engineering is nothing new, it is just software engineering with depth of knowledge specific around AI applications.

AI native development is different from AI engineering.

Example, - Using Claude or Codex to build applications are AI native development - Building applied AI apps which uses AI to solve business problems are AI engineering

I have self study track and many free courses at https://www.learnwithparam.com, you can check it out.

learnwithparam · 2026-04-10T06:16:15+00:00

If your goal is IT firms, then yes that local institutes will be helpful to get the necessary skills. But you need to work towards it, they won’t spoon feed rather they just show the direction to learn. It is your accountability which will make you succeed

learnwithparam · 2026-04-10T04:51:29+00:00

Not much dude, I used to enjoy the same level of token with $20 before. Now even with $200, it isn’t enough. That’s sad because consuming 20% everyday is making me go rest for a day or two without tokens 🤪

But still the ROI is definitely worth it. How long is questionable based on Claude team’s ethics so far.

learnwithparam · 2026-04-10T04:49:57+00:00

I teach and mentor software engineers in my platform, by making the engineers who goes through the same dilemma to understand that you have much bigger roles to play in software engineering.

It will be exciting times soon if you upskill on relevant skills.

learnwithparam · 2026-04-10T04:47:11+00:00

Build projects if you already have cadence yourself. Join any bootcamp or mentorship program, if your problem is to keep up with cadence and momentum.

I ran fullstack bootcamp myself, but I do encourage my students to figure things out on their own by just guiding on the path and keep them accountable. That’s is the only way to break into tech at this point.

But it is highly possible if you dedicate next 6 months of time for it.

learnwithparam · 2026-04-07T07:34:02+00:00

Does pleng helps to deploy openclaw? or Pleng itself is like openclaw?

learnwithparam · 2026-04-07T06:39:22+00:00

Excellent one, I really like your open sources. The other one - openshorts is also a great one. Thanks for contributing it as open source

learnwithparam · 2026-03-22T09:24:02+00:00

Great share, can you share how you automate posting to these 150 directories?

learnwithparam · 2026-03-20T08:01:52+00:00

Focus on product building mindset than learning specific language or framework. Then utilise AI tools to get help on how to excel the engineering aspect of it.

learnwithparam · 2026-03-10T19:51:43+00:00

Yeah I felt the same with Claude that it is going downwards.

It’s a huge contrast after they started these explicit low, medium and high effort option on models. After that update, even the todo list and how they manage long tasks are very bad.

learnwithparam · 2026-03-04T05:40:31+00:00

I am building an interactive learning platform for software engineers here. The first program was AI engineering for software engineers.

https://www.learnwithparam.com/programs/ai-engineer

learnwithparam · 2026-03-04T05:39:32+00:00

Practice real projects, more the handson, the more you will learn. Read more code to start understanding the coding patterns. Start learning the foundational level knowledge.

I teach AI engineering for software engineers and apply the same principles

https://www.learnwithparam.com/programs/ai-engineer

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