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m-zalt.bsky.social
Zalt
@m-zalt.bsky.social
AI solutions architect & engineer, focused on turning complex ideas into simple scalable solutions.

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www.zalt.me
Most LLM bugs aren’t in the model, they’re in the messy loops around it. The Conversation Traffic Controller Pattern gives you a cleaner way to orchestrate chats.

Read More: https://zalt.me/blog/2026/02/conversation-traffic-controller

#LLM #AIagents #softwaredesign #architecture
February 18, 2026 at 11:30 AM
When one file becomes your AI gateway, you’re not just organizing code—you’re defining how every request touches your models. How close is your setup to that?

Read More: https://zalt.me/blog/2026/02/ai-gateway-file

#AI #softwarearchitecture #backend #developers
February 13, 2026 at 2:44 PM
Ever wonder how Node handles HTTP‑2 while your code just sees familiar APIs? This piece walks through how Node “speaks” HTTP‑2 without you noticing.

Read More: https://zalt.me/blog/2026/02/node-http2-engine

#NodeJS #HTTP2 #JavaScript #WebDev
February 8, 2026 at 6:03 PM
Every AI answer hides an orchestrator deciding what to call, when to respond, and how it all fits together. The Orchestrator Behind Every AI Reply digs into that layer.

Read More: https://zalt.me/blog/2026/02/orchestrator-ai-reply

#AI #developers #LLM #architecture
February 3, 2026 at 9:22 PM
How do you go from plain functions to a distributed conversation? This piece on StateGraphs digs into how that transformation actually works.

Read More: https://zalt.me/blog/2026/01/stategraphs-distributed-conversations

#distributedSystems #softwareDesign #async #concurrency
January 30, 2026 at 12:44 AM
When async clients refuse to hang, everything about reliability changes. If you care about async behavior under failure, this one’s worth a read.

Read More: https://zalt.me/blog/2026/01/async-clients-hanging

#async #python #networking #reliability
January 27, 2026 at 4:05 PM
When keybindings become a language, config stops being random shortcuts and starts acting like a small, programmable system you can actually reason about.

Read More: https://zalt.me/blog/2026/01/keybindings-language

#programming #UX #keymaps #softwaredesign
January 26, 2026 at 3:42 AM
Most agent setups focus on bigger models, not better communication. This post dives into the translation layer that makes agents actually feel smart 🤖

Read More: https://zalt.me/blog/2026/01/agent-translation-layer

#AI #agents #softwaredesign #architecture
January 24, 2026 at 3:41 PM
Most front controllers become god objects. “The Front Controller That Stays Out Of Your Way” explores how to keep one central entry point without cluttering your code.

Read More: https://zalt.me/blog/2026/01/front-controller-stealth

#softwaredesign #architecture #webdev
January 23, 2026 at 3:43 AM
Turning type hints from passive comments into active guardrails sounds wild. Curious how a single metaclass can reshape your whole data model? 🤔

Read More: https://zalt.me/blog/2026/01/metaclass-guardrails

#python #typing #metaprogramming #softwaredesign
January 21, 2026 at 3:45 PM
When does graph orchestration stop being glue code and start feeling like a real power tool? This explores that shift and why it matters for your systems.

Read More: https://zalt.me/blog/2026/01/graph-orchestration-power

#orchestration #graphs #softwaredesign #distributedsystems
January 20, 2026 at 3:37 AM
What actually powers LinearRegression under the hood? This piece digs into the hidden engine behind it and why that internal design matters for your models.

Read More: https://zalt.me/blog/2026/01/hidden-linear-engine

#LinearRegression #MachineLearning #MLModels #SoftwareDesign
January 18, 2026 at 3:38 PM
Curious how DSPy routes every pipeline step before it touches an LLM? This piece breaks down the gateway class behind DSPy modules and why it matters.

Read More: https://zalt.me/blog/2026/01/dspy-module-gateway

#DSPy #LLM #Python #softwaredesign
January 17, 2026 at 3:36 AM
Curious how Fastify keeps a high‑performance HTTP server stable under load? This breakdown of the “blueprint lock” shows the core idea behind its design.

Read More: https://zalt.me/blog/2026/01/blueprint-lock-fastify

#Fastify #NodeJS #webframework #softwaredesign
January 15, 2026 at 3:36 PM
Every AI agent hides an implicit contract. If you’re building with agents, understanding that contract is what keeps your systems predictable and sane.

Read More: https://zalt.me/blog/2026/01/agent-contract-core

#AI #agents #softwaredesign #architecture
January 14, 2026 at 3:36 AM
If you think of the MongoDB client as just a connection handle, you’re missing the point. Treat it like a control tower coordinating everything around it.

Read More: https://zalt.me/blog/2026/01/mongodb-client-tower

#MongoDB #database #backend #softwaredesign
January 12, 2026 at 3:37 PM
Curious how a kernel keeps its module chaos under control? “How Linux Shapes Its Module World” breaks down the ideas behind its module design.

Read More: https://zalt.me/blog/2026/01/linux-module-world

#Linux #kernel #modules #systems
January 11, 2026 at 3:39 PM
Most people focus on model size, but The Tiny Tokenizer That Shapes Llama shows how a small text step quietly steers everything your LLM does 🔎

Read More: https://zalt.me/blog/2026/01/tiny-tokenizer-llama

#LLM #tokenization #Llama #machinelearning
January 11, 2026 at 4:59 AM
Why would anyone want kernel modules to be boring? This piece digs into the one header that quietly makes Linux module behavior feel predictable.

Read More: https://zalt.me/blog/2026/01/boring-kernel-modules

#linux #kernel #programming #softwaredesign
January 11, 2026 at 3:34 AM
How does React turn a storm of updates into one clean commit? This piece breaks down the path from chaos to a predictable UI pipeline.

Read More: https://zalt.me/blog/2026/01/react-chaos-commit

#React #frontend #webdev #softwarearchitecture
January 10, 2026 at 1:41 AM
When plain functions become robust prompts, you stop thinking in prompt templates and start thinking in code, while still getting reliable prompt behavior.

Read More: https://zalt.me/blog/2026/01/plain-functions-prompts

#promptengineering #python #softwaredesign
January 8, 2026 at 12:59 AM
How NumPy teaches us to pad smart isn’t just about adding zeros to arrays; it’s about designing padding that stays flexible, predictable, and clean.

Read More: https://zalt.me/blog/2026/01/numpy-pad-smart

#NumPy #Python #DataScience #softwaredesign
January 7, 2026 at 7:58 PM
What does “The Local Microservice Behind Every Model” really mean in practice? Think of each model as its own small service running right beside your app.

Read More: https://zalt.me/blog/2026/01/local-llm-microservice

#microservices #softwarearchitecture #machinelearning #backend
January 5, 2026 at 5:28 PM
When does a simple eval stop being a helper and start acting like a full execution engine? Exploring the boundary where evaluation turns into control.

Read More: https://zalt.me/blog/2026/01/eval-execution-engine

#programming #softwaredesign #runtime #execution
January 3, 2026 at 9:54 AM
Ever wondered why working with pandas can feel so straightforward despite what’s under the hood? This dives into the facade that keeps it simple.

Read More: https://zalt.me/blog/2026/01/pandas-facade

#pandas #python #datascience #softwaredesign
January 1, 2026 at 2:21 AM