n_curtX00🇨🇮

Ce monde me fatigue😑

[diva @divaagurlxw]

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

[n_curtX00🇨🇮 @TmaXpr00]

@MarshallFCB Parle pas de Drogba chef

[Barça Spaces @BarcaSpaces]

🤣🤣🤣

[Hater Central @TheHateCentral]

Neymar vs Morocco

Joga Finito. 💫

[Hater Central @TheHateCentral]

Son vs South & North Korea:

69 Minutes (Hooked)
0 Goals/Assists
6 Shots
0 Dribbles
3 Big Chances Missed

SON 😭💔🙏✌️

[n_curtX00🇨🇮 @TmaXpr00]

@Cotedivoireoff_ Depuis quand on lutte contre la contrefaçon dans ce pays?

[Hater Central @TheHateCentral]

Puskass. Ghosten Boy. Ballon D’ont & many more.

Be there. ✨

[Barça Spaces @BarcaSpaces]

🤣🤣🤣

[La Pelota @Ali93p1]

J’suis moooooort mais Konami a peté les plombs j’crois

[Alfin @AlfinCodes]

POV: Cybersecurity experts realizing AI can’t handle their job

[Masian @MasianBack]

Le nombre de dingueries avec lesquelles s’en sortent Carvajal et Rudiger on en parlera un jour

[vxdb @vxdb]

lol

[Coupe du Monde de la FIFA 🏆 @fifaworldcup_fr]

La "Popizaye" Kader Keita était juste venu jouer son ballon 🫣🇨🇮

#FIFAWorldCup | @FIFCI_tweet

[Zero Day Engineering @zerodayalpha]

⚡️ 0-Day Alert - Google Chrome RCE exploit in the wild

CVE-2026-2441: Iterator Invalidation UAF in CSS parsing

Patched in Chrome Stable channel 145.0.7632.75/76 for Windows/Mac and 144.0.7559.75 for Linux

[lélé ❤️💙 @Julien_27LS]

PTDRRR PK PERSONNE PARLE DE LA FEINTE DE ZINZIN QUE MBAPPÉ À MANGER CONTRE BENFICA 😂
https://t.co/qcVmE5PnIA

[mari @fcmareee]

. @FCBARCELONA