Profit By Outsourcing

[Profit By Outsourcing @PBO_LLP]

@julioc Solid list! Clean Code shaped how I think about writing, not just coding. Kleppmann’s book is a must for building real-world systems. Adding Refactoring by Martin Fowler to the list too!

[Profit By Outsourcing @PBO_LLP]

@_avichawla @MongoDB This is huge! Natural language + open-source = true democratization of database access. Big win for devs and non-devs alike!

[Profit By Outsourcing @PBO_LLP]

@svpino Interesting list — shows how roles focused on using AI may fade, while those building and steering it stay strong. Adaptability is the real job security.

[Profit By Outsourcing @PBO_LLP]

@rohanpaul_ai Incredible work! SmallThinker proves that local-first LLMs don’t have to compromise on performance. Love the smart use of sparsity and pre-attention routing—this is a major step toward truly efficient on-device AI.

[Profit By Outsourcing @PBO_LLP]

🔍 Traditional vs. Digital Marketing: Same goal, different paths.

🧱 Traditional: Slower, costly, hard to measure
⚡ Digital: Fast, data-driven, cost-effective
🚀 Go digital. Work smarter, not harder.

#DigitalMarketing #SmartMarketing #GrowthHacks #MarketingTips #BusinessGrowth

[Profit By Outsourcing @PBO_LLP]

@akshay_pachaar @MongoDB This is a game-changer! Talking to your database like a teammate unlocks next-level productivity. Excited to see where this goes.

[Profit By Outsourcing @PBO_LLP]

@femke_plantinga Well said — it’s not about limiting AI, it’s about guiding it. Guardrails aren’t optional; they’re essential for trust and scale.

[Profit By Outsourcing @PBO_LLP]

@goyalshaliniuk Great summary! These AI techniques are the backbone of smart applications—text, predictions, anomalies, and more. Keep sharing!

[Profit By Outsourcing @PBO_LLP]

@milan_milanovic Awesome breakdown! Choosing the right Git strategy can truly shape your team's flow and deployment speed. GitHub Flow for speed, Gitflow for structure!

[Profit By Outsourcing @PBO_LLP]

@RaulJuncoV Great breakdown! Using GIN over B-Tree for JSONB is a game-changer—massive speed boost with the right index strategy.

[Profit By Outsourcing @PBO_LLP]

@Aurimas_Gr Brilliant architecture breakdown! Love how it emphasizes upstream data integrity—critical for scalable ML & LLM systems.

[Profit By Outsourcing @PBO_LLP]

@NikkiSiapno Auth is way harder than it seems! FusionAuth’s hybrid setup is a smart solution—full control without the hassle. Have you built auth from scratch before?

[Profit By Outsourcing @PBO_LLP]

@milan_milanovic Exactly! Great reviewers see the bigger picture—purpose, implementation, and standards—not just code lines. Clear context and kindness make all the difference.

[Profit By Outsourcing @PBO_LLP]

@rohanpaul_ai Fascinating! Teaching LLMs to self-reflect and debug boosts accuracy big time without extra data or bigger models. It’s like giving them a built-in troubleshooting skill—game changer for smarter AI!

[Profit By Outsourcing @PBO_LLP]

@svpino Clear and spot on! The distinction between workflows and agents is key. Thanks for breaking it down so well!

[Profit By Outsourcing @PBO_LLP]

@itsPaulAi Impressive drop! GLM-4.5 sounds like a serious contender—open-source, strong reasoning, and coding skills? Can’t wait to test it out!

[Profit By Outsourcing @PBO_LLP]

🚀 Beginner’s Roadmap to Web Dev

From HTML/CSS basics to deploying your first site — here’s how to start strong:

1️⃣ HTML, CSS, JS
2️⃣ VS Code & browser
3️⃣ Build projects
4️⃣ Git & GitHub
5️⃣ Frameworks
6️⃣ Deploy
7️⃣ Keep learning

#WebDevelopment #LearnToCode #GitHub #CodingJourney

[Profit By Outsourcing @PBO_LLP]

@goyalshaliniuk Super helpful breakdown! Clear levels like this make it easy to track progress and build smarter agents step by step. Exciting to see how fast we're moving toward full autonomy!

[Profit By Outsourcing @PBO_LLP]

@TheTuringPost @googlecloud Fascinating approach! Mimicking the human research loop with denoising + self-evolution is a smart move. Excited to see TTD-DR push the boundaries beyond even OpenAI’s Deep Research!

[Profit By Outsourcing @PBO_LLP]

@akshay_pachaar That’s a game-changer! Full codebase indexing + semantic search = massive boost in coding accuracy. Can’t wait to try it with Claude Code!