KrustyHack - AlsaHack @KrustyHack
IT Unicorn @ AlsaHack. AI Engineer @ Fanatics. #AI #LLM #Agent #Cloud #DevOps #SRE #Kubernetes Got a problem ? I got the solution alsahack.com Alsace, France Joined August 2014-
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@MaxEsportGG Allo ? J'ai pas envie de devoir faire un recommandé et contester mon paiement. Merci de me répondre.
@MaxEsportGG Possible d'avoir une réponse sur le retour de ma commande chez vous ? Vous l'avez bien réceptionné mais je n'ai aucune nouvelle. C'est vraiment catastrophique votre service client, surtout lors d'achat pro...
Hello, je suis à la recherche d’un CDI dans le secteur du web sur Marseille ou 100% télétravail. Mes compétences : SEO, SEA, gestion de projet, IA. Si vous avez des pistes, je suis ouvert. Merci !
the anatomy of the perfect 𝗦𝗢𝗨𝗟.𝗺𝗱 file for AI agents. 𝗦𝗢𝗨𝗟.𝗺𝗱 is the one file you write yourself for an AI agent. it sits at the top of the system prompt, before memory, before skills, before tools. it defines who the agent is when it shows up. an hour spent on it changes every conversation that follows. most other layers update themselves. this one is yours. i just broke down what a 𝗦𝗢𝗨𝗟.𝗺𝗱 file that actually works looks like. here are the 8 sections that matter: → identity (a one-line statement of who, not what) → core truths (imperative principles, each with a one-line unpacking) → worldview (opinionated takes by domain, sharp enough to predict) → voice (concrete rules for how the agent talks, not adjectives) → expertise (primary domain, fluent tools, where it defers) → boundaries (explicit "won't" lines, no soft language) → memory policy (what persists, what stays private) → pet peeves (phrases and tones the agent never produces) generally people write "be helpful and professional" and call it done. that changes nothing. every model already tries to be helpful and professional by default. the agents that compound have 𝗦𝗢𝗨𝗟.𝗺𝗱 files with real opinions, hard limits, and a voice you can predict before you read the response. a strong 𝗦𝗢𝗨𝗟.𝗺𝗱 is 30 to 80 lines. specificity beats coverage. bookmark this. the first agent you build will need it. i wrote a full masterclass on Hermes Agent that walks through the 𝗦𝗢𝗨𝗟.𝗺𝗱 layer, the three-tier memory system, the self-evolving skills loop, and how to run three specialized agents on your machine 24/7. the article is quoted below.
"World models" is one of the buzziest yet ambiguous terms in AI right now. I started this video with many questions: - How are they different from video generation? - Can they do more than AI slop? - Can LeCun be trusted given that he wears knee-high white socks? Many thanks to @tjgalda and @NVIDIAAI for helping me answer (most) of these questions!
codex power-user best practices: - a few different "pulse" threads that run every morning to check the status of stuff i care about, e.g. proof metrics, all company meetings, etc - a "log" thread for ongoing, everyday activity i want to track. for me that's my "writing log"—want to track what im writing about, and working on from piece to piece - "inbox" thread which gathers all of my emails right now, but eventually will pull in all of the main important things from each "pulse" thread - "router" thread which knows about all of the other threads, and is also hooked up to my email to push emails into each thread appropriately
New in Claude Code (research preview): dynamic workflows. Claude writes an orchestration script on the fly, then spins up a large fleet of coordinated subagents in parallel to take on your most complex tasks. Use the word "workflow" in a prompt to get started.
@adrienbseo @MaxEsportGG Incroyable, pourtant ils sont biens notés. Je vais voir quels sont mes recours pour me faire rembourser.
@MaxEsportGG Bonjour, possible de répondre à ma demande de support ? Le clavier acheté chez vous n'est pas fonctionnel et je n'ai aucune nouvelle de votre support. Merci à vous.
We are investigating unauthorized access to GitHub’s internal repositories. While we currently have no evidence of impact to customer information stored outside of GitHub’s internal repositories (such as our customers’ enterprises, organizations, and repositories), we are closely monitoring our infrastructure for follow-on activity.
How do you keep Claude working until the job is done? Claude Code helps with this in a few ways, including one we shipped recently: /goal.
As an AI Engineer. Please learn: - Harness engineering, not just prompt engineering - Prompt caching vs. semantic caching tradeoffs - KV cache management at scale - Speculative decoding vs quantization - Structured output failures & fallback chains - Evals (LLM-as-judge + human evals) - Cost attribution per feature, not just per model - Agent guardrails & loop budgets - LLM observability as a first-class discipline - Model routing & graceful fallback logic - Knowing when to fine-tune vs. in-context learning
Live from Code with Claude: we're launching dreaming in Claude Managed Agents as a research preview. Outcomes, multiagent orchestration, and webhooks are now in public beta.
Managing API keys is one of the top security concerns we hear from customers. Today we’re introducing keyless auth for Claude Platform: authenticate via browser with the CLI, or let workloads use their existing cloud identity (AWS, GCP, Azure, or any OIDC token provider).
Claude Code can now send push notifications to your phone when a long task finishes or Claude needs your input. Walk away from the terminal, we'll let you know when it's done.
Memory on Claude Managed Agents is now in public beta. Your agents can now learn from every session, using an intelligence-optimized memory layer that balances performance with flexibility.
We're bringing the advisor strategy to the Claude Platform. Pair Opus as an advisor with Sonnet or Haiku as an executor, and get near Opus-level intelligence in your agents at a fraction of the cost.
@jessyseonoob @grok Y a l'app Saracroche qui est pas mal. Installée y a un mois j'ai eu 2 appels c'est tout alors qu'avant c'était 3 par jour
Fabien SEO ✳️ @fabienr34
24K Followers 4K Following Fabien Consultant #SEO https://t.co/zKa8iHmLuB Taulier de https://t.co/oDAXaNFZLq https://t.co/V00qs3KpUJ
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Le Scribouillard - IA @DevMy_fr
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Light On SEO @lightonseo
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Cédric G. / effi10 @effi_10
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Clément Pessaux | La... @labisse
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32K Followers 515 Following I'm growing https://t.co/I4ZtIjpZbr to $100k MRR To get there, I interview founders who already made it on https://t.co/6r2SRQ7Bls.
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MAXESPORT @MaxEsportGG
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184K Followers 2 Following Frontier AI in your hands. https://t.co/VdyEwpQsiy Apps: https://t.co/1vZA5XdBYo https://t.co/rj5G4u5sHu

































