Cpt. Starlaps(The-Tachmonite)

Every code is breakable unbreakable code is impossibility of mathematics.....

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

@NhlanhlaNyosi Buy a stand and build

[Smart👨‍💻 | Software Engineer @smartnakamoura]

15 GitHub repos that’ll teach you DevOps better than most paid courses 🧵👇

[Mr. Rey @abdulrey_um]

never judge a book by its cover.

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

@vheeorji22 Yes correct, List is a collection which is ordered and changeable(modifiable). Allows duplicate members.

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

@yourclouddude This must be the greatest achievement

[Sam AI @AIandTechh87]

My wife sent 85 applications. Zero replies.

I uploaded her resume to Claude. 16 responses in 14 days.

Here are the 7 prompts I used:

[Rohit Ghumare @ghumare64]

If you want to go from AI beginner → AI builder & engineer, don’t just watch tutorials.

Build from great open-source repos.

Here are 17 free GitHub repos to learn AI/ML, LLMs, agents, RAG, math, and RL 👇🧵

[Vaishnavi @_vmlops]

MICROSOFT OPEN-SOURCED THE COMPLETE MCP PLAYBOOK

Every ai engineer needs to understand model context protocol in 2026

Microsoft built a full open-source course so you don't have to figure it out the hard way

here's what's inside:

▫️ 11 modules from zero to production
▫️ hands-on labs in python, typescript, java, rust, c# and javascript
▫️ covers mcp servers, clients, security, oauth2, azure integration
▫️ a 13-lab capstone with real postgresql + vector search
▫️ works with claude desktop, cursor, vs code and more
▫️ 16k stars. 5.3k forks. built by microsoft.

the curriculum even teaches adversarial multi-agent reasoning two agents debate using shared mcp tools, judged by a third agent.

if you're building with ai agents in 2026, mcp is the layer that connects everything. this is the fastest way in

https://t.co/jZlCZE8VkX

[Nqobile Mthethwa @Nqobile35771119]

Hi everyone, I’m Thembalethu, known as Nqobile ❤️

I graduated with a Biological Sciences degree from UKZN, but I can’t get my degree certificate or register for Honours because I have R60,055 in student debt.

Any amount will be appreciated. Would also appreciate your repost.

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

@JacintaNgobese Please attend the issue of one of our own who was gunned down in North West

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

@SANDF_ZA your take ?

[Jos 🇿🇦👨🏿‍💻 🚗 @JosiahThobejane]

We need this 🙏🏿🙏🏿

[Y0BESH @Y0BESH]

At least have one of these Ai training sites:

Handshake Al ($30-$125/hr)
Alignerr ($25 - $100/hr)
Mindrift ($15 - $60/hr)
Outlier / Scale AI ($15 -$50/hr)
DataAnnotation tech ($20-$40/hr)
Telus International ($14-$20/hr)
OneForma ($12-$22/hr)
Appen ($5-$25/hr)

REQUIREMENTS: 👇👇

[Frank.XBT🔸 @Fra_nkXBT]

Get a laptop, buy a headphone, go to YouTube, search Transcription, how to transcribe, English transcription short course.

Practice with sample tests, repeat. Go to Outlier or any other AI training platforms, esp US accounts.

End of Poverty!

[Cpt. Starlaps(The-Tachmonite) @jst_A_tech]

Do you remember when you joined X? I do! #MyXAnniversary

[Aakash Verma @VermaAakash3]

MY SISTER SUBMITTED 52 JOB APPLICATIONS. ZERO RESPONSES. ZERO INTERVIEWS.

Then I uploaded his resume to GEMINI and got 11 replies in 9 days.

Here are the 7 prompts I used:

[Jahir Sheikh @jahirsheikh8]

If I had 6 months to become an AI Agent Engineer.

I’d do this.

Stage 1 — Python + APIs
Requests, async, JSON, FastAPI, websockets, SDKs.

Stage 2 — LLM Fundamentals
Tokens, context windows, transformers, embeddings, sampling.

Stage 3 — Prompt Engineering
Few-shot prompting, structured outputs, system prompts, evals.

Stage 4 — RAG Systems
Chunking, retrieval, reranking, vector DBs, hybrid search.

Stage 5 — AI Agents
Tool calling, memory, planning, workflows, multi-agent systems.

Stage 6 — Build Real Apps
AI copilots, research agents, browser agents, automation tools.

Stage 7 — AI Infrastructure
vLLM, Ollama, inference APIs, latency optimization, caching.

Stage 8 — MLOps + Deployment
Docker, CI/CD, monitoring, cloud deploys, observability.

Stage 9 — AI Product Thinking
UX for AI, hallucination handling, guardrails, reliability.

Stage 10 — Open Source + Portfolio
Ship projects publicly. Write docs. Record demos.

Stage 11 — Interview Prep
System design, LLM architecture, AI engineering patterns.

Stage 12 — Apply
AI Engineer, Agent Engineer, GenAI Engineer, Applied AI roles.

Most people stay stuck watching tutorials.

Builders get hired.

[Tulsi Soni @shedntcare_]

I don't understand why people are crazy for U.S. citizenship.

These 14 sites offer remote jobs paying in USD globally:Stop

[Vikram Verma @VikramVerm25510]

Stop telling AI: “make my resume”
Stop telling AI: “improve this CV”
Stop telling AI: “write summary”

You’re using a powerful tool like a basic template builder.

AI works best when you give:
• role
• job target
• constraints
• achievements context
• output format

Here are 10 powerful resume prompts you can copy-paste 🧵👇

[Radha Tripathi @Radha_AI]

Claude FULL COURSE 1 HOUR (Build & Automate Anything)