Nᶦᶜᵏˢᵒⁿ @adelekecode

Hincapie's here to stay 🇪🇨 The club is delighted to announce that Piero has signed a permanent deal at The Arsenal 👊

As an AI Engineer. Please learn >Harness engineering, not just prompt engineering >Context engineering, not just long prompts >Prompt caching vs. semantic caching tradeoffs >KV cache management, eviction, reuse, and memory pressure at scale >Prefill vs. decode latency and why they optimize differently >Continuous batching, paged attention, and throughput optimization >Speculative decoding vs. quantization vs. distillation tradeoffs >INT8, INT4, FP8, AWQ, GPTQ, and when quantization hurts quality >Structured output failures, schema validation, repair loops, and fallback chains >Function calling reliability, tool contracts, argument validation, and idempotency >Agent guardrails, loop budgets, tool budgets, and termination conditions >Model routing, graceful fallback logic, and degraded-mode UX >RAG architecture: chunking, embeddings, hybrid search, reranking, and freshness >Retrieval evals: recall, precision, grounding, attribution, and citation quality >Evals: golden sets, regression tests, adversarial tests, LLM-as-judge, and human evals >LLM observability as a first-class discipline: traces, spans, tokens, latency, errors, and drift >Cost attribution per feature, workflow, tenant, and user journey not just per model >Safety engineering: prompt injection defense, data leakage prevention, and permission boundaries >Multi-tenant isolation, cache safety, and cross-user context contamination prevention >Fine-tuning vs. in-context learning vs. RAG vs. distillation and when each is the wrong tool >Latency, quality, cost, and reliability tradeoffs across the full inference stack >Production failure modes: hallucinated tool calls, malformed JSON, stale retrieval, runaway agents, and silent eval regressions

Hiring 2 backend engineers in Lagos with good experience working on trading systems, DM. Let's ship hard things.

a moving man will constantly exhaust his ai tokens.

I built something I believe is useful for agentic coding today. I’ve been too worried it’s not the best it can be, but my wife encouraged me to fail fast if I was worried about failure, so here we are. Introducing Kontinuo by @pullbase, the continuity layer for your AI coding agents. You’re mid-task, you hit a rate limit on Claude, and you want to keep going on Codex or Cursor. But the next agent has no idea what just happened. Kontinuo fixes that, it leaves a verifiable context log the next agent can actually use and it’s really token efficient. Check it out: kontinuo.dev Use it, break it. I hope it’s useful to at least one person.

I dropped out of OAU Law in 2022 after I landed a senior role at Stears. It was a risky bet. From the outside, it probably looked reckless. But between then and now, I’ve worked with dream brands, won national awards, travelled to 10+ countries, written a book and industry reports, co-founded two organisations and built a life I once only prayed for. And somehow, through all of it, I returned to school and graduated with First Class Honours in Business Management.

keyboard_arrow_left Previous keyboard_arrow_right Next

@tomilola_ng Hi Tomi. I'm Gødwyñ, a technical writer who works with developers and startup founders, simplifying Technical projects and products for investors and non-technical users through the use of API documentation, guides and tutorials. Call on me if that's what you need Let's connect

It's AI season, and by building things, you can become more valuable as a product person in your current organisation or while job searching. I have taught over 320 product people how to do the same with my 4-week Ship with AI mentorship.

When you start winning, never forget the God you prayed to

Python, TypeScript, and Rust are all you need.

Messi without Di Maria: 5 goals Ronaldo with Bruno Fernandes, Joao Neves and Vitinha: 357,000 comments begging Bruno to pass to him

France players have decided to play for Mbappe! It's getting interesting! 😂💔

In spite of the Ballon D’or and back-to-back Champions League… The ‘talent gap’ between Mbappe & Dembele is still super evident.

Make it a habit to apply for opportunities when you're comfortable, not when you are desperate.

Hot take that’s not really a hot take A fully fit Kai Havertz starts over a fully fit Julian Alvarez

A founder contacted me recently. He vibe coded his fintech related app from scratch. Before launching, he wanted to be sure he got a production ready app. Well, I have re-architected the app, moved it from NoSQL to SQL db, and did many more. At least, he was able to express his project idea first and then brought me in to help restructure it. He will not do jail now that I am onboard. 😂😂😂

quilt.sh

right now, there’s nothing I can’t learn as long as Claude/Codex exists, I’ll be fine. it feels like a superpower for real. IMO, this is the best time to pick up new skills because very soon human thinking/judgement is going to be insanely valuable. it’s only a matter of time.

Everyone’s shooting their shot. let me give it a go too! Hi @Harri_obi , I’m building Africas potentially biggest cloud deployment platform, @pxxl_space and we can’t keep using foreign cloud to handle the deployments for our projects, most web3 projects are being moved to @pxxl_space already, and full adoption is incoming. would love us to talk.

❤️

Maye Musk @mayemusk

4 days ago

Happy Father’s Day to my wonderful sons, my fantastic father and all fathers. 🥰🥰

keyboard_arrow_left Previous keyboard_arrow_right Next

2K 4K 45K 31.7M 1K