#capability

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Verification Tokens Need a Capability Boundary

DEV Community: authentication·kevindev·about 5 hours ago

#devtoauthentication #devto #dev #token #account

A backend pattern for making email verification tokens single-use, observable, and safe to retry in a REST API backed by PostgreSQL.

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Before You Hire Another Employee, Answer These 4 Questions (You May Not Need the Role After All)

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Before You Hire Another Employee, Answer These 4 Questions (You May Not Need the Role After All)

Entrepreneur – Latest·Nicholas Leighton·about 6 hours ago

#NM4zufRj

#entrepreneur #business #work #outcome #people

When a business runs out of capacity, the response is often to hire another person. AI, automation and specialist talent mean entrepreneurs now have a more important question to ask first.

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Whisper Model Availability Before Transcription API Calls: Structured Support Output

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Whisper Model Availability Before Transcription API Calls: Structured Support Output

DEV Community: backend·SolaceW31·2 days ago

#h3raZSeg

#devtobackend #devto #dev #capability #model

TL;DR: Do not discover a speech model by sending it a customer recording. Keep a small capability...

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Implementing 2 Delivery Guarantees in Go — One Key Spans Realtime and Queues

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Implementing 2 Delivery Guarantees in Go — One Key Spans Realtime and Queues

DEV Community: go·EllsworthPierce7528·4 days ago

#n9yCQE5R

#devtogo #devto #dev #realtime #queue

The operational constraint is simple: a typing indicator may disappear, but an order message cannot....

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Batch and Individual Realtime Publish Explained (For Simultaneous Room Updates)

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Batch and Individual Realtime Publish Explained (For Simultaneous Room Updates)

DEV Community: go·TobiasHawkins9231·4 days ago

#UXeg8iwh

#devtogo #devto #dev #publish #capability

A room token can be scoped correctly while the dashboard still shows stale state. Short answer: for...

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NEW GUIDE: CircuitPython Text to Speech

Adafruit Industries – Makers, hackers, artists, designers and engineers!·Anne Barela·5 days ago

#geNrxaHa

#adafruit #speech #microcontrollers #circuitpython #capability

Text to speech has been a favorite since the introduction of the TI Speak & Spell. There are many environments where feedback via speech would be a great feature. Up until recently, using microcontrollers for speech was too slow.…

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Concurrency is byproduct of capability design not bottleneck to patch

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Concurrency is byproduct of capability design not bottleneck to patch

DEV Community: ai·Chief Mojo Risin'·4 months ago

#LaHBfgeK

#dev #concurrency #byproduct #capability #design

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

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Concurrency is byproduct of capability design not bottleneck to patch

DEV Community: ai·Chief Mojo Risin'·5 months ago

#RHBJU3rr

#dev #concurrency #byproduct #capability #design

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

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Concurrency is byproduct of capability design not bottleneck to patch

DEV Community: ai·Chief Mojo Risin'·5 months ago

#XLnOucZe

#dev #concurrency #byproduct #capability #design

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

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Concurrency is byproduct of capability design not bottleneck to patch

DEV Community: ai·Chief Mojo Risin'·5 months ago

#BgXy41qe

#dev #concurrency #byproduct #capability #design

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

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Your AI agent's Skills are code. Stop reviewing them like docs.

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Your AI agent's Skills are code. Stop reviewing them like docs.

DEV Community: security·skil-lock·5 months ago

#tLLkG6rd

#dev #code #skill #skills #capability

AI coding agents — Claude Code, Codex — let you drop in "Skills": Markdown files that tell the agent...

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Concurrency is byproduct of capability design not bottleneck to patch

DEV Community: ai·Chief Mojo Risin'·5 months ago

#UQ69ukmr

#dev #concurrency #byproduct #capability #design

Concurrency is byproduct of capability design not bottleneck to patch. A single line. Hold...

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UK AI Safety Institute: Cyber Capability Doubling Every 4.5 Months

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UK AI Safety Institute: Cyber Capability Doubling Every 4.5 Months

DEV Community·gentic news·5 months ago

#TJP0w2vk

#ai #machinelearning #research #deeplearning #cyber

UK AISI finds AI cyber capabilities double every 4.5 months, with Mythos and GPT-5.5 showing token-limited ability, not capability bounds.

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How to manage multi-user AI agent authentication and authorization in 2026 (OAuth 2.1, OIDC, and delegated access)

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How to manage multi-user AI agent authentication and authorization in 2026 (OAuth 2.1, OIDC, and delegated access)

DEV Community·Manveer Chawla·6 months ago

#4ilaX9Ei

#capability #pattern #how #agent #user

From Dev.to - security: How to manage multi-user AI agent authentication and authorization in 2026 (OAuth 2.1, OIDC, and delegated access)

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I Built an Offline AI Compliance Auditor for Indian Factories Using Gemma 4 — Here's Everything I Learned

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I Built an Offline AI Compliance Auditor for Indian Factories Using Gemma 4 — Here's Everything I Learned

DEV Community·Simran Shaikh·6 months ago

#gRzQqHDF

#part #capability #gemma4 #gemma #model

A complete guide covering local setup, model comparison, multimodal deep dive, fine-tuning, and why a model this capable running locally changes everything — from an Indian developer's perspective.

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AI Is Rebuilding the Middle Ages

Medium·Flavio Aliberti·6 months ago

#8PpNZwPr

#clip0_4116_10682 #signal #intelligence #capability #shape

AI Is Rebuilding the Middle Ages The future is not being blocked by weak technology. It is being trapped by old power, closed infrastructure, and corporate governance The clearest signal in AI is not …

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When the bug isn't a bug: diagnosing runtime barriers before debugging

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When the bug isn't a bug: diagnosing runtime barriers before debugging

DEV Community·Can Ceylan·6 months ago

#DfZ05Itj

#learning #architecture #software #runtime #capability

The pattern that wastes days You need a capability — web scraping, image processing, ML...

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LLMs Demonstrate Strong Capability for Covert Text Steganography

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LLMs Demonstrate Strong Capability for Covert Text Steganography

DEV Community·Achin Bansal·6 months ago

#96bNPxhc

#cybersecurity #ai #automation #software #llms

From Dev.to - cybersecurity: LLMs Demonstrate Strong Capability for Covert Text Steganography

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Ollama Models Explorer — a clean Next.js UI to browse and filter local LLMs

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Ollama Models Explorer — a clean Next.js UI to browse and filter local LLMs

DEV Community·Fayaz Bin Salam·6 months ago

#cp8aOz93

#ollama #ai #opensource #nextjs #model

If you're running local LLMs through Ollama, finding the right model is annoying. The official model...

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Security Architecture Proposal: Mitigating Supply Chain Vulnerabilities via Linear Capability-Based Permissions

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Security Architecture Proposal: Mitigating Supply Chain Vulnerabilities via Linear Capability-Based Permissions

DEV Community·suissAI·6 months ago

#WlWWskWj

#austral #security #suissa #aurora #linear

From Dev.to - security: Security Architecture Proposal: Mitigating Supply Chain Vulnerabilities via Linear Capability-Based Permissions

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Menu

Verification Tokens Need a Capability Boundary

Before You Hire Another Employee, Answer These 4 Questions (You May Not Need the Role After All)

Whisper Model Availability Before Transcription API Calls: Structured Support Output

Implementing 2 Delivery Guarantees in Go — One Key Spans Realtime and Queues

Batch and Individual Realtime Publish Explained (For Simultaneous Room Updates)

NEW GUIDE: CircuitPython Text to Speech

Concurrency is byproduct of capability design not bottleneck to patch

Concurrency is byproduct of capability design not bottleneck to patch

Concurrency is byproduct of capability design not bottleneck to patch

Concurrency is byproduct of capability design not bottleneck to patch

Your AI agent's Skills are code. Stop reviewing them like docs.

Concurrency is byproduct of capability design not bottleneck to patch

UK AI Safety Institute: Cyber Capability Doubling Every 4.5 Months

How to manage multi-user AI agent authentication and authorization in 2026 (OAuth 2.1, OIDC, and delegated access)

I Built an Offline AI Compliance Auditor for Indian Factories Using Gemma 4 — Here's Everything I Learned

AI Is Rebuilding the Middle Ages

When the bug isn't a bug: diagnosing runtime barriers before debugging

LLMs Demonstrate Strong Capability for Covert Text Steganography

Ollama Models Explorer — a clean Next.js UI to browse and filter local LLMs

Security Architecture Proposal: Mitigating Supply Chain Vulnerabilities via Linear Capability-Based Permissions