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m-zalt.bsky.social
Zalt
@m-zalt.bsky.social
2 followers 1 following 29 posts
AI solutions architect & engineer, focused on turning complex ideas into simple scalable solutions.

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www.zalt.me
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m-zalt.bsky.social
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
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.
February 18, 2026 at 11:30 AM
m-zalt.bsky.social
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
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?
February 13, 2026 at 2:44 PM
m-zalt.bsky.social
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
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.
February 8, 2026 at 6:03 PM
m-zalt.bsky.social
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
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.
February 3, 2026 at 9:22 PM
m-zalt.bsky.social
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
How do you go from plain functions to a distributed conversation? This piece on StateGraphs digs into how that transformation actually works.
January 30, 2026 at 12:44 AM
m-zalt.bsky.social
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
When async clients refuse to hang, everything about reliability changes. If you care about async behavior under failure, this one’s worth a read.
January 27, 2026 at 4:05 PM
m-zalt.bsky.social
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
When keybindings become a language, config stops being random shortcuts and starts acting like a small, programmable system you can actually reason about.
January 26, 2026 at 3:42 AM
m-zalt.bsky.social
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
Most agent setups focus on bigger models, not better communication. This post dives into the translation layer that makes agents actually feel smart 🤖
January 24, 2026 at 3:41 PM
m-zalt.bsky.social
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
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.
January 23, 2026 at 3:43 AM
m-zalt.bsky.social
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
Turning type hints from passive comments into active guardrails sounds wild. Curious how a single metaclass can reshape your whole data model? 🤔
January 21, 2026 at 3:45 PM
m-zalt.bsky.social
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
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.
January 20, 2026 at 3:37 AM
m-zalt.bsky.social
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
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.
January 18, 2026 at 3:38 PM
m-zalt.bsky.social
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
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.
January 17, 2026 at 3:36 AM
m-zalt.bsky.social
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
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.
January 15, 2026 at 3:36 PM
m-zalt.bsky.social
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
Every AI agent hides an implicit contract. If you’re building with agents, understanding that contract is what keeps your systems predictable and sane.
January 14, 2026 at 3:36 AM
m-zalt.bsky.social
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
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.
January 12, 2026 at 3:37 PM
m-zalt.bsky.social
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
Curious how a kernel keeps its module chaos under control? “How Linux Shapes Its Module World” breaks down the ideas behind its module design.
January 11, 2026 at 3:39 PM
m-zalt.bsky.social
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
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 🔎
January 11, 2026 at 4:59 AM
m-zalt.bsky.social
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
Why would anyone want kernel modules to be boring? This piece digs into the one header that quietly makes Linux module behavior feel predictable.
January 11, 2026 at 3:34 AM
m-zalt.bsky.social
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
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.
January 10, 2026 at 1:41 AM
m-zalt.bsky.social
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
When plain functions become robust prompts, you stop thinking in prompt templates and start thinking in code, while still getting reliable prompt behavior.
January 8, 2026 at 12:59 AM
m-zalt.bsky.social
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
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.
January 7, 2026 at 7:58 PM
m-zalt.bsky.social
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
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.
January 5, 2026 at 5:28 PM
m-zalt.bsky.social
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
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.
January 3, 2026 at 9:54 AM
m-zalt.bsky.social
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
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.
January 1, 2026 at 2:21 AM