# 10h11 — Blog

- [Context Engineering: The Critical Skill Analytics Engineers Are Still Overlooking](/en/blog/context-engineering-la-competence-critique-que-les-analytics-engineers-ignorent-encore.md)
- [Malta Offers ChatGPT Plus to All Citizens: Political Experiment or New Model for AI Access?](/en/blog/malte-offre-chatgpt-plus-a-tous-ses-citoyens-experimentation-politique-ou-nouveau-modele-d-acces-a-l-ia.md)
- [The Mistakes I Made as an Analytics Leader (and What I'd Do Differently Today)](/en/blog/les-erreurs-que-j-ai-commises-en-tant-que-responsable-analytics-et-ce-que-je-ferais-differemment-aujourd-hui.md)
- [The Dashboard That Goes Nowhere: Avoiding the Cosmetic Reporting Trap](/en/blog/le-dashboard-qui-ne-sert-a-rien-eviter-le-syndrome-du-reporting-cosmetique.md)
- [Building a Realistic Data Roadmap for 2026: From Slides to Action](/en/blog/construire-une-roadmap-data-realiste-en-2026-sortir-des-slides-et-entrer-dans-le-concret.md)
- [When Cloudflare Rewrites Next.js: The Clash of Models in Open Source](/en/blog/quand-cloudflare-reecrit-next-js-le-choc-des-modeles-dans-l-open-source.md)
- [From Rear-View Mirror to Radar: Moving from Static Reporting to Predictive Analytics](/en/blog/du-retroviseur-au-radar-passer-du-reporting-statique-a-l-analytics-predictif.md)
- [Sweets Vault: When a Multimodal AI Agent Controls Physical Hardware](/en/blog/sweets-vault-quand-un-agent-ia-multimodal-pilote-du-materiel-physique.md)
- [How an AI Semantic Layer Prevents Analytical Hallucinations in Your Data](/en/blog/comment-une-couche-semantique-ia-previent-les-hallucinations-analytiques-sur-vos-donnees.md)
- [Claude Opus 4.8: The 80/20 Paradox That's Redefining the Developer's Role](/en/blog/claude-opus-4-8-le-paradoxe-des-80-20-qui-redefinit-le-role-des-developpeurs.md)
- [Measuring the ROI of a Data Project: Beyond Accounting Illusions](/en/blog/mesurer-le-roi-d-un-projet-data-au-dela-des-illusions-comptables.md)
- [Metadata: The Cornerstone of Modern Strategy for High-Performing Data Teams](/en/blog/les-metadonnees-cle-de-voute-d-une-strategie-moderne-pour-equipes-data-performantes.md)
- [The Vercel OAuth Vulnerability That Exposed Thousands of Secrets: What Developers Need to Know](/en/blog/la-faille-oauth-vercel-qui-a-expose-des-milliers-de-secrets-ce-que-les-developpeurs-doivent-retenir.md)
- [How to Move from Excel to a Real BI Tool Without Sacrificing Agility](/en/blog/comment-passer-de-excel-a-un-vrai-outil-de-bi-sans-perdre-en-agilite.md)
- [When AI Outperforms Emergency Doctors: What OpenAI's 67% Score Really Reveals](/en/blog/quand-l-ia-bat-les-urgentistes-ce-que-revele-vraiment-le-score-de-67-d-openai.md)
- [Data Engineer, Data Analyst, Data Scientist: Who Should You Hire First?](/en/blog/data-engineer-data-analyst-data-scientist-qui-recruter-en-premier.md)
- [MegaTrain: Training a 100B+ Parameter LLM on a Single GPU](/en/blog/megatrain-entrainer-un-llm-de-100b-parametres-sur-une-seule-gpu.md)
- [Recruiting and Retaining a Data Team in 2026: Beyond Salaries](/en/blog/recruter-et-fideliser-une-equipe-data-en-2026-au-dela-des-salaires.md)
- [AI in Mid-Market Companies: Three Profitability Drivers Often Overlooked](/en/blog/ia-en-eti-trois-leviers-de-rentabilite-souvent-negliges.md)
- [ETL, ELT, CDC: Beyond the Acronyms, Which Architecture for Your Data Pipelines in 2026?](/en/blog/etl-elt-cdc-au-dela-des-acronymes-quelle-architecture-pour-vos-pipelines-data-en-2026.md)
- [Mistral AI Forge: The European Alternative for Customizing Your AI Models](/en/blog/mistral-ai-forge-l-alternative-europeenne-pour-personnaliser-vos-modeles-d-ia.md)
- [When Data Meets the C-Suite: From Gut Feel to Data-Driven Decisions](/en/blog/quand-les-donnees-entrent-au-comite-de-direction-transformer-l-instinct-en-decisions-eclairees.md)
- [Human-in-the-loop: Supervising AI Without Limiting Its Potential](/en/blog/human-in-the-loop-superviser-l-ia-sans-brider-son-potentiel.md)
- [Anthropic and Claude: What Early User Feedback Reveals About ROI](/en/blog/anthropic-et-claude-ce-que-revelent-les-premiers-retours-d-experience-sur-le-roi.md)
- [How to Launch a Data Project in SMBs Without Breaking the Bank: The Step-by-Step Guide](/en/blog/comment-demarrer-un-projet-data-en-pme-sans-budget-colossal-la-methode-pas-a-pas.md)
- [Data Mesh: When Autonomy Threatens Consistency](/en/blog/data-mesh-quand-l-autonomie-menace-la-coherence.md)
- [From Impressive Demo to Reliable System: Migrating Your LLM Architecture to Production](/en/blog/de-la-demo-impressionnante-au-systeme-fiable-migrer-votre-architecture-llm-en-production.md)
- [How to Convince Your C-Suite to Invest in Data: Beyond ROI, Speak Their Language](/en/blog/comment-convaincre-son-comex-d-investir-dans-la-data-au-dela-du-roi-parlez-leur-langue.md)
- [Timber: A Classic ML Runtime 336x Faster Than Pure Python](/en/blog/timber-un-runtime-classique-ml-336x-plus-rapide-que-python-pur.md)
- [Generative AI and Data Visualization: Where Automation Meets Governance](/en/blog/l-ia-generative-et-la-visualisation-de-donnees-quand-l-automatisation-rencontre-la-gouvernance.md)
- [From Firebase to PostgreSQL: How We Cut Our Cloud Costs by 80%](/en/blog/de-firebase-a-postgresql-comment-nous-avons-reduit-nos-couts-cloud-de-80.md)
- [Why So Many Teams Are Replacing Metabase with Open Source DuckDB](/en/blog/pourquoi-tant-d-equipes-remplacent-metabase-par-duckdb-open-source.md)
- [AI-Generated Images Won't Replace Your Professional Designers (And That's a Good Thing)](/en/blog/l-image-ia-ne-remplace-pas-vos-infographes-professionnels-et-c-est-tant-mieux.md)
- [dbt Fusion: How to Cut Data Warehouse Compute Costs by 64%](/en/blog/dbt-fusion-comment-reduire-de-64-les-couts-de-compute-d-un-data-warehouse.md)
- [Why Your PostgreSQL JSONB Queries Are Slow, and How to Speed Them Up with GIN Indexes](/en/blog/pourquoi-vos-requetes-postgresql-jsonb-rament-et-comment-les-accelerer-avec-les-index-gin.md)
- [Why Your Data Walls End Up in a Drawer (And How to Avoid It)](/en/blog/pourquoi-vos-datawall-finissent-dans-un-tiroir-et-comment-l-eviter.md)
- [Strongly Typed PostgreSQL Queries: How pg-typesafe Eliminates SQL Errors in Production](/en/blog/requetes-postgresql-fortement-typees-comment-pg-typesafe-elimine-les-erreurs-sql-en-production.md)
- [When Data Delivers Business Results: Decoding the Signals That Matter](/en/blog/quand-la-data-apporte-du-resultat-business-decoder-les-signaux-qui-comptent.md)
- [Reducing Snowflake Costs by 64%: The Practical Guide to dbt's Fusion Engine](/en/blog/reduire-les-couts-snowflake-de-64-le-guide-pratique-du-fusion-engine-de-dbt.md)
- [When Each Team Has Its Own Truth: Why the Semantic Layer Is a Game Changer](/en/blog/quand-chaque-equipe-a-sa-propre-verite-pourquoi-la-semantic-layer-change-la-donne.md)
- [How to Actually Evaluate Your AI Agents on Data Tasks](/en/blog/comment-evaluer-reellement-vos-agents-ia-sur-des-taches-data.md)
- [How to Measure Data Project ROI: Beyond Metrics, a Matter of Strategic Vision](/en/blog/comment-mesurer-le-roi-d-un-projet-data-au-dela-des-metriques-une-question-de-vision-strategique.md)
- [How to Mitigate Financial Risks with Predictive Business Intelligence](/en/blog/comment-reduire-les-risques-financiers-grace-a-la-bi-predictive.md)
- [How to Cut Your Compute Costs by 60% Without Compromising Your Data Pipeline](/en/blog/comment-reduire-de-60-vos-couts-compute-sans-sacrifier-votre-pipeline-data.md)
- [Choosing a Data Agency: Beyond the Hype, What Actually Matters](/en/blog/choisir-une-agence-data-au-dela-des-promesses-les-criteres-qui-comptent-vraiment.md)
- [Why Your AI Agents Are Crashing and Burning (And How a Semantic Layer Can Save Them)](/en/blog/pourquoi-vos-agents-ia-vont-droit-dans-le-mur-et-comment-la-couche-semantique-peut-les-sauver.md)
- [The Future of Data Careers: Less Code, More Meaning for Analysts](/en/blog/future-data-careers-less-code-more-meaning.md)
- [Discover the Best Free & Open-Source Data Visualization Tools in 2025](/en/blog/best-free-open-source-data-visualization-tools-2025.md)
- [10h11's Bold Return to Red: Embracing Brand Essentials](/en/blog/10h11s-bold-return-to-red-embracing-brand-essentials.md)
- [Unlock the Future of Crypto Mining with 10h11 x ForMining Space Partnership](/en/blog/10h11-formining-space-partnership-crypto-mining-innovation.md)