#golang — Public Fediverse posts

Надёжная асинхронная коммуникация: повторы, дубликаты и dead letter queues

Представим обычную обработку заказа. Сервис заказов публикует событие order.created . Сервис склада получает его и резервирует товар в PostgreSQL. После успешной транзакции обработчик должен отправить RabbitMQ подтверждение ( Ack ), чтобы broker удалил сообщение из queue. Но процесс может остановиться после записи в PostgreSQL и до отправки Ack . RabbitMQ не знает, успел ли сервис зарезервировать товар. Broker видит только неподтверждённое сообщение, поэтому доставляет его ещё раз. С точки зрения доставки это правильное поведение. С точки зрения бизнеса один заказ теперь может зарезервировать товар дважды. Другой сбой возникает раньше: PostgreSQL временно недоступен, и обработчик не может начать работу. Если сразу вернуть сообщение в queue через отрицательное подтверждение Nack(requeue=true) , RabbitMQ почти немедленно доставит его снова. Пока база не восстановилась, все попытки будут бесполезными. Нужны задержка и ограничение числа повторов. При этом отложенное сообщение может пропустить вперёд более новые события, поэтому отдельно придётся решить вопрос порядка. Так одна операция превращается в несколько независимых участков: запись события, публикация, хранение в broker, обработка и подтверждение. Между соседними участками остаются моменты, когда одна сторона уже выполнила действие, а другая ещё не получила подтверждение. В статье разберём эти моменты по всему пути сообщения. Затем построим практическую схему для RabbitMQ и Go: добавим ограниченные повторы через retry queues, время жизни сообщения ( TTL ) и dead letter exchange, сделаем обработчик идемпотентным и определим, куда отправлять сообщения, которые не удалось обработать автоматически. В конце сравним этот подход с Kafka, NATS JetStream и Amazon SQS.

https://habr.com/ru/articles/1062002/

#rabbitmq #golang #go #kafka #архитектура #асинхронность #микросервисы #broker #queue #resilience

The Go "context deadline exceeded" bug when fuzzing with fuzztime is SUPER frustrating and breaks workflows. Anyone know someone that can move the existing fix CL along?

Go change: https://go-review.googlesource.com/c/go/+/774140

GH bug tracking and reproducer:
https://github.com/golang/go/issues/75804

#Go #Golang #fuzzer

The Go "context deadline exceeded" bug when fuzzing with fuzztime is SUPER frustrating and breaks workflows. Anyone know someone that can move the existing fix CL along?

Go change: https://go-review.googlesource.com/c/go/+/774140

GH bug tracking and reproducer:
https://github.com/golang/go/issues/75804

#Go #Golang #fuzzer

Теперь вы можете защититься от утечки данных при работе с любыми языковыми моделями

Пару дней назад Cloud.ru

https://habr.com/ru/companies/cloud_ru/articles/1061546/

#guardrails #маскирование_данных #пдн #152фз #go #golang #утечки_данных #llmмодели

SumUp is hiring (Senior) Backend Engineer - Global Bank

🔧 #golang #kotlin #aws #cicd #docker #kafka #kubernetes #postgresql #seniorengineer
🌎 Sofia, Bulgaria
⏰ Full-time
🏢 SumUp

Job details https://jobsfordevelopers.com/jobs/senior-backend-engineer-global-bank-at-sumup-com-dec-22-2025-a09296?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

SumUp is hiring (Senior) Backend Engineer - Global Bank

🔧 #golang #kotlin #aws #cicd #docker #kafka #kubernetes #postgresql #seniorengineer
🌎 Sofia, Bulgaria
⏰ Full-time
🏢 SumUp

Job details https://jobsfordevelopers.com/jobs/senior-backend-engineer-global-bank-at-sumup-com-dec-22-2025-a09296?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — a Go MCP server that lets your AI assistant search & download from Library Genesis: books, papers, comics, magazines & standards.

✅ No account, no API key
✅ Self-hosted: one binary or Docker (Win/Linux/macOS)
✅ Works with Claude, Cursor, VS Code
✅ Just ~1.9k context tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

📚 libgen-mcp — un servidor MCP en Go que deja a tu asistente de IA buscar y descargar de Library Genesis: libros, papers, cómics, revistas y normas.

✅ Sin cuenta ni API key
✅ Self-hosted: 1 binario o Docker (Win/Linux/macOS)
✅ Con Claude, Cursor, VS Code
✅ Solo ~1.9k tokens · MIT

👉 https://github.com/jmrplens/libgen-mcp

#IA #AI #MCP #ModelContextProtocol #SelfHosted #OpenSource #Golang #LLM #Claude #LibraryGenesis #scihub

I built a command palette for the terminal – 6.2MB, pure Go, no fzf

https://github.com/matheuzgomes/decoreba

Comments: https://news.ycombinator.com/item?id=48995333

#HackerNews #commandpalette #terminal #golang #fzf #openSource #developerTools

I built a command palette for the terminal – 6.2MB, pure Go, no fzf

https://github.com/matheuzgomes/decoreba

Comments: https://news.ycombinator.com/item?id=48995333

#HackerNews #commandpalette #terminal #golang #fzf #openSource #developerTools

I built a command palette for the terminal – 6.2MB, pure Go, no fzf

https://github.com/matheuzgomes/decoreba

Comments: https://news.ycombinator.com/item?id=48995333

#HackerNews #commandpalette #terminal #golang #fzf #openSource #developerTools

I built a command palette for the terminal – 6.2MB, pure Go, no fzf

https://github.com/matheuzgomes/decoreba

Comments: https://news.ycombinator.com/item?id=48995333

#HackerNews #commandpalette #terminal #golang #fzf #openSource #developerTools

I built a command palette for the terminal – 6.2MB, pure Go, no fzf

https://github.com/matheuzgomes/decoreba

Comments: https://news.ycombinator.com/item?id=48995333

#HackerNews #commandpalette #terminal #golang #fzf #openSource #developerTools

I love commits that replace unnecessary 3rd-party dependencies with pure standard-library code: https://github.com/preslavrachev/decruft/commit/802f2523a88c17f5606c23a60e175fdea6d8f13d

#programming #golang

I love commits that replace unnecessary 3rd-party dependencies with pure standard-library code: https://github.com/preslavrachev/decruft/commit/802f2523a88c17f5606c23a60e175fdea6d8f13d

#programming #golang

🖥️ NanoKVM-Go: Control hardware bazat pe AI într-un dispozitiv compact USB-C!

Accesul remote la nivel de BIOS/bootloader și administrarea hardware devin mult mai inteligente. NanoKVM-Go aduce o soluție KVM over IP extrem de compactă, alimentată de un sistem portabil USB-C și îmbunătățită cu capabilități de inteligență artificială pentru administrare pe Linux.

✨ Ce oferă NanoKVM-Go:

🔌 Format ultra-compact USB-C:
• Se conectează direct la dispozitivul țintă prin USB-C, oferind acces remote complet la nivel hardware (KVM - Keyboard, Video, Mouse) direct de pe orice calculator sau browser.

🤖 Asistență AI integrată:
• Include funcții inteligente capabile să analizeze ieșirea video (de la erori de boot până la configurări BIOS) și să ajute administratorii la diagnosticarea rapidă a problemelor.

🐧 Pachet software în Go (Go-based architecture):
• Serverul web și logica de control sunt scrise în Go, asigurând un consum minim de resurse, latență foarte mică și o rulare extrem de rapidă pe Linux.

🛠️ Acces Out-of-Band (OOB) complet:
• Îți permite să repornești, să configurezi BIOS-ul, să reinstalezi sistemul de operare sau să montezi imagini ISO de la distanță, chiar și atunci când sistemul țintă nu are rețea sau sistemul de operare este picat.

#NanoKVM #Linux #KVM #Hardware #SysAdmin #GoLang #AI #SelfHosted #TechNews #OpenSource

🖥️ NanoKVM-Go: Control hardware bazat pe AI într-un dispozitiv compact USB-C!

Accesul remote la nivel de BIOS/bootloader și administrarea hardware devin mult mai inteligente. NanoKVM-Go aduce o soluție KVM over IP extrem de compactă, alimentată de un sistem portabil USB-C și îmbunătățită cu capabilități de inteligență artificială pentru administrare pe Linux.

✨ Ce oferă NanoKVM-Go:

🔌 Format ultra-compact USB-C:
• Se conectează direct la dispozitivul țintă prin USB-C, oferind acces remote complet la nivel hardware (KVM - Keyboard, Video, Mouse) direct de pe orice calculator sau browser.

🤖 Asistență AI integrată:
• Include funcții inteligente capabile să analizeze ieșirea video (de la erori de boot până la configurări BIOS) și să ajute administratorii la diagnosticarea rapidă a problemelor.

🐧 Pachet software în Go (Go-based architecture):
• Serverul web și logica de control sunt scrise în Go, asigurând un consum minim de resurse, latență foarte mică și o rulare extrem de rapidă pe Linux.

🛠️ Acces Out-of-Band (OOB) complet:
• Îți permite să repornești, să configurezi BIOS-ul, să reinstalezi sistemul de operare sau să montezi imagini ISO de la distanță, chiar și atunci când sistemul țintă nu are rețea sau sistemul de operare este picat.

#NanoKVM #Linux #KVM #Hardware #SysAdmin #GoLang #AI #SelfHosted #TechNews #OpenSource

That's a good one 🥴

https://github.com/prometheus/client_golang/commit/187cb023158a427460cfe5dd7db64ed04b6730ee

#golang #go

That's a good one 🥴

https://github.com/prometheus/client_golang/commit/187cb023158a427460cfe5dd7db64ed04b6730ee

#golang #go

Released a few new Go SDKs for fintech APIs.

Worldpay: https://pkg.go.dev/github.com/iamkanishka/worldpay-go
Moov: https://pkg.go.dev/github.com/fintech-sdk/moov-go
Starling Bank: https://pkg.go.dev/github.com/iamkanishka/starlingbank-go
Weavr: https://pkg.go.dev/github.com/iamkanishka/weavr-go
Xero: https://pkg.go.dev/github.com/iamkanishka/xero-go
Treasury Prime: https://pkg.go.dev/github.com/iamkanishka/treasuryprime-go
Mercury: https://pkg.go.dev/github.com/iamkanishka/mercury-go

#Go #Golang #SDK #API #OpenSource #FinTech #Worldpay #Moov #StarlingBank #Weavr #Xero #TreasuryPrime #Mercury #Payments #Banking #EmbeddedFinance #OpenBanking

Released a few new Go SDKs for fintech APIs.

Worldpay: https://pkg.go.dev/github.com/iamkanishka/worldpay-go
Moov: https://pkg.go.dev/github.com/fintech-sdk/moov-go
Starling Bank: https://pkg.go.dev/github.com/iamkanishka/starlingbank-go
Weavr: https://pkg.go.dev/github.com/iamkanishka/weavr-go
Xero: https://pkg.go.dev/github.com/iamkanishka/xero-go
Treasury Prime: https://pkg.go.dev/github.com/iamkanishka/treasuryprime-go
Mercury: https://pkg.go.dev/github.com/iamkanishka/mercury-go

#Go #Golang #SDK #API #OpenSource #FinTech #Worldpay #Moov #StarlingBank #Weavr #Xero #TreasuryPrime #Mercury #Payments #Banking #EmbeddedFinance #OpenBanking

Released a few new Go SDKs for fintech APIs.

Worldpay: https://pkg.go.dev/github.com/iamkanishka/worldpay-go
Moov: https://pkg.go.dev/github.com/fintech-sdk/moov-go
Starling Bank: https://pkg.go.dev/github.com/iamkanishka/starlingbank-go
Weavr: https://pkg.go.dev/github.com/iamkanishka/weavr-go
Xero: https://pkg.go.dev/github.com/iamkanishka/xero-go
Treasury Prime: https://pkg.go.dev/github.com/iamkanishka/treasuryprime-go
Mercury: https://pkg.go.dev/github.com/iamkanishka/mercury-go

#Go #Golang #SDK #API #OpenSource #FinTech #Worldpay #Moov #StarlingBank #Weavr #Xero #TreasuryPrime #Mercury #Payments #Banking #EmbeddedFinance #OpenBanking

Released a few new Go SDKs for fintech APIs.

Worldpay: https://pkg.go.dev/github.com/iamkanishka/worldpay-go
Moov: https://pkg.go.dev/github.com/fintech-sdk/moov-go
Starling Bank: https://pkg.go.dev/github.com/iamkanishka/starlingbank-go
Weavr: https://pkg.go.dev/github.com/iamkanishka/weavr-go
Xero: https://pkg.go.dev/github.com/iamkanishka/xero-go
Treasury Prime: https://pkg.go.dev/github.com/iamkanishka/treasuryprime-go
Mercury: https://pkg.go.dev/github.com/iamkanishka/mercury-go

#Go #Golang #SDK #API #OpenSource #FinTech #Worldpay #Moov #StarlingBank #Weavr #Xero #TreasuryPrime #Mercury #Payments #Banking #EmbeddedFinance #OpenBanking

Released a few new Go SDKs for fintech APIs.

Worldpay: https://pkg.go.dev/github.com/iamkanishka/worldpay-go
Moov: https://pkg.go.dev/github.com/fintech-sdk/moov-go
Starling Bank: https://pkg.go.dev/github.com/iamkanishka/starlingbank-go
Weavr: https://pkg.go.dev/github.com/iamkanishka/weavr-go
Xero: https://pkg.go.dev/github.com/iamkanishka/xero-go
Treasury Prime: https://pkg.go.dev/github.com/iamkanishka/treasuryprime-go
Mercury: https://pkg.go.dev/github.com/iamkanishka/mercury-go

#Go #Golang #SDK #API #OpenSource #FinTech #Worldpay #Moov #StarlingBank #Weavr #Xero #TreasuryPrime #Mercury #Payments #Banking #EmbeddedFinance #OpenBanking

Как мы заменили Teradata RTIM: миграция правил с использованием AST

Меня зовут Сигида Алексей, я старший архитектор по развитию технологий CVM (Customer Value Management) в компании Мегафон. Много лет решения о том, что показать клиенту, у нас принимал Teradata RTIM (Real-Time Interaction Manager) - движок real-time маркетинга. Если вы когда-нибудь получали смс-сообщение от Мегафона или заходили в личный кабинет в 99% случаев сообщение для вас было подобрано этой системой. Вы заходите на сайт или в приложение, и за миллисекунды решается, какое предложение показать. Логика выбора описывается деревьями принятия решений: запрос проходит по веткам дерева, а условия переходов в узлах - критерии - определяют, к какому сегменту отнести клиента и какое предложение ему подобрать. В какой-то момент перед командой встала задача перейти на собственное решение. Стало ясно, что RTIM превратился из удобного инструмента в тяжелую гирю на наших ногах. Оставаться на больше нельзя, накопилась критическая масса причин: закрытая архитектура приложения без возможности кастомизации, тотальная зависимость от вендора, стоимость лицензии. В моменты инцидентов оказывались связаны руки, ожидая помощи извне. Фундаментом нового движка стал Go. Нужен был инструмент, стабильно работающий под хайлоад, быстрый, достаточно распространённый, чтобы не было проблем ни с экспертизой ни с экосистемой.

https://habr.com/ru/companies/megafon/articles/1061012/

#MegaRITM #Teradata #ast #python #golang

Resurrecting an old post from last year just because. I might keep doing this from time to time.

How I Write HTTP Servers

https://blainsmith.com/articles/how-i-write-http-servers/

#GoLang #HTTP #API

Resurrecting an old post from last year just because. I might keep doing this from time to time.

How I Write HTTP Servers

https://blainsmith.com/articles/how-i-write-http-servers/

#GoLang #HTTP #API

Resurrecting an old post from last year just because. I might keep doing this from time to time.

How I Write HTTP Servers

https://blainsmith.com/articles/how-i-write-http-servers/

#GoLang #HTTP #API

Resurrecting an old post from last year just because. I might keep doing this from time to time.

How I Write HTTP Servers

https://blainsmith.com/articles/how-i-write-http-servers/

#GoLang #HTTP #API

Resurrecting an old post from last year just because. I might keep doing this from time to time.

How I Write HTTP Servers

https://blainsmith.com/articles/how-i-write-http-servers/

#GoLang #HTTP #API

Contentful is hiring Manager, Security Engineering (Enterprise Systems)

🔧 #golang #python #aws #azure #gcp #terraform #securityengineer
🌎 Hoboken, New Jersey
⏰ Full-time
🏢 Contentful

Job details https://jobsfordevelopers.com/jobs/manager-security-engineering-enterprise-systems-at-contentful-com-apr-27-2026-650d7b?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

Contentful is hiring Manager, Security Engineering (Enterprise Systems)

🔧 #golang #python #aws #azure #gcp #terraform #securityengineer
🌎 Hoboken, New Jersey
⏰ Full-time
🏢 Contentful

Job details https://jobsfordevelopers.com/jobs/manager-security-engineering-enterprise-systems-at-contentful-com-apr-27-2026-650d7b?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

Contentful is hiring Manager, Security Engineering (Enterprise Systems)

🔧 #golang #python #aws #azure #gcp #terraform #securityengineer
🌎 Hoboken, New Jersey
⏰ Full-time
🏢 Contentful

Job details https://jobsfordevelopers.com/jobs/manager-security-engineering-enterprise-systems-at-contentful-com-apr-27-2026-650d7b?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

Contentful is hiring Manager, Security Engineering (Enterprise Systems)

🔧 #golang #python #aws #azure #gcp #terraform #securityengineer
🌎 Hoboken, New Jersey
⏰ Full-time
🏢 Contentful

Job details https://jobsfordevelopers.com/jobs/manager-security-engineering-enterprise-systems-at-contentful-com-apr-27-2026-650d7b?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

Contentful is hiring Manager, Security Engineering (Enterprise Systems)

🔧 #golang #python #aws #azure #gcp #terraform #securityengineer
🌎 Hoboken, New Jersey
⏰ Full-time
🏢 Contentful

Job details https://jobsfordevelopers.com/jobs/manager-security-engineering-enterprise-systems-at-contentful-com-apr-27-2026-650d7b?utm_source=mastodon.world&utm_medium=social&utm_campaign=posting
#jobalert #jobsearch #hiring

Some bugs pick their moment. A flaw that needs dozens of consecutive failures to surface stays hidden through ordinary operation and appears mid-outage, when the retry loop is the only code still running. Delay arithmetic is that kind of code, so the backoff package in nurago keeps it boring: a small, pure calculator for jittered, bounded delays, written and tested once, reused by every retry path in the library.

https://tecnick.com/articles/nurago-backoff/

#golang

The one straight-up mistake on gofmt:

f := Fund{
< Id: values[0],
< Title: values[1],
> Id: values[0],
> Name: values[1],
}

Renaming "Title" to "Name" requires a whitespace change to the "Id" line, which in reality is unchanged, because of alignment requirements.

#GoLang

The one straight-up mistake on gofmt:

f := Fund{
< Id: values[0],
< Title: values[1],
> Id: values[0],
> Name: values[1],
}

Renaming "Title" to "Name" requires a whitespace change to the "Id" line, which in reality is unchanged, because of alignment requirements.

#GoLang

Escape Analysis in Go – Stack vs. Heap Allocations Explained
#GoLang #Goland #Escapeanalysis #Performanceoptimization

https://blog.jetbrains.com/go/2026/07/20/escape-analysis/

Escape Analysis in Go – Stack vs. Heap Allocations Explained
#GoLang #Goland #Escapeanalysis #Performanceoptimization

https://blog.jetbrains.com/go/2026/07/20/escape-analysis/

What is Inference? How LLMs run, explained in a gentle introduction

The mental model of inference: nextToken(input, frozenWeights) -> token, called in a for loop

Also I explore the GGUF file that carries the ENTIRE model inside it

https://internals-for-interns.com/posts/go-ai-inference-what-is-inference/

#golang #AI #LLM

What is Inference? How LLMs run, explained in a gentle introduction

The mental model of inference: nextToken(input, frozenWeights) -> token, called in a for loop

Also I explore the GGUF file that carries the ENTIRE model inside it

https://internals-for-interns.com/posts/go-ai-inference-what-is-inference/

#golang #AI #LLM