Joe Stein

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Joe Stein

Joe Stein

@charmalloc

Software Architect, Developer and Security Professional

Connecticut, USA Sumali Nisan 2010
1.7K Sinusundan3.1K Mga Tagasunod
Joe Stein
Joe Stein@charmalloc·
@raymatos I plan to give a talk about how we do auditing with Kafka for the systems in regulated environments in the near future with MCP. If interested let me know will post in the Apache Kafka NYC meetup.
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Joe Stein
Joe Stein@charmalloc·
@raymatos Enterprise platform with github.com/IBM/mcp-contex… and some secret sauce and SAP, Service Now, Atlassian, Microsoft365 all MCP. We are launching our WorkHQ orchestration platform for agents that will use this substrate. We build first for us then our customers. #ZeroTrust security.
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Joe Stein
Joe Stein@charmalloc·
@jpschroeder I like it to SOAP, it’s not going away but yes something new should emerge that isn’t json bloat like we got rid of (in some industries) xml bloat. Once models are trained on TOON it’s a new ball game.
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Tyler
Tyler@rezoundous·
I have Codex $20 and Claude $100 plan. Somehow I hit limits on Claude regularly and never on the Codex...
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Joe Stein
Joe Stein@charmalloc·
@josefbuettgen There a data company, that is their moat. There is already OpenBB for years now.
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Joe Stein nag-retweet
Joe Stein nag-retweet
Nicolas Krassas
Nicolas Krassas@Dinosn·
38 researchers red-teamed AI agents for 2 weeks. Here's what broke. (Agents of Chaos, Feb 2026) AI Security arxiv.org/abs/2602.20021
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Mike Hostetler // Chief Agent Officer
Jido Concepts: Sensors Sensors connect the external world to your agents. They are a GenServer that lives at the boundary of your Agent to normalize external events into Agent Signals
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Shraddha Bharuka
Shraddha Bharuka@BharukaShraddha·
Most people treat CLAUDE.md like a prompt file. That’s the mistake. If you want Claude Code to feel like a senior engineer living inside your repo, your project needs structure. Claude needs 4 things at all times: • the why → what the system does • the map → where things live • the rules → what’s allowed / not allowed • the workflows → how work gets done I call this: The Anatomy of a Claude Code Project 👇 ━━━━━━━━━━━━━━━ 1️⃣ CLAUDE.md = Repo Memory (keep it short) This is the north star file. Not a knowledge dump. Just: • Purpose (WHY) • Repo map (WHAT) • Rules + commands (HOW) If it gets too long, the model starts missing important context. ━━━━━━━━━━━━━━━ 2️⃣ .claude/skills/ = Reusable Expert Modes Stop rewriting instructions. Turn common workflows into skills: • code review checklist • refactor playbook • release procedure • debugging flow Result: Consistency across sessions and teammates. ━━━━━━━━━━━━━━━ 3️⃣ .claude/hooks/ = Guardrails Models forget. Hooks don’t. Use them for things that must be deterministic: • run formatter after edits • run tests on core changes • block unsafe directories (auth, billing, migrations) ━━━━━━━━━━━━━━━ 4️⃣ docs/ = Progressive Context Don’t bloat prompts. Claude just needs to know where truth lives: • architecture overview • ADRs (engineering decisions) • operational runbooks ━━━━━━━━━━━━━━━ 5️⃣ Local CLAUDE.md for risky modules Put small files near sharp edges: src/auth/CLAUDE.md src/persistence/CLAUDE.md infra/CLAUDE.md Now Claude sees the gotchas exactly when it works there. ━━━━━━━━━━━━━━━ Prompting is temporary. Structure is permanent. When your repo is organized this way, Claude stops behaving like a chatbot… …and starts acting like a project-native engineer.
Shraddha Bharuka tweet media
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Zoltan
Zoltan@zoltansoon·
Jido 2.0: Elixir agent framework built on BEAM primitives. Isolated state, message passing, supervision, fault recovery. While Python agent frameworks reinvent the actor model with duct-taped asyncio, Erlang/OTP solved this in 1986. @mikehostetler jido.run/blog/jido-2-0-…
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Raj Dabre
Raj Dabre@prajdabre·
Technical interview question: Suppose you have 5 TB worth of text data and you want to count the total number of words, how will you do this?
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Joe Stein
Joe Stein@charmalloc·
@matvelloso The hard part is you don’t have CICS in the cloud. It’s not the COBOL.
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Mat Velloso
Mat Velloso@matvelloso·
The market panicking because AI can rewrite COBOL ignores two things: 1-Tools that rewrite COBOL have existed for decades 2-That's not the hard part
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