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    1,341 blog available in the Perplexity directory

    Articles, tutorials, and deep dives on this AI platform — from getting-started guides to advanced techniques and real-world use cases.

    How to Build a Local AI Workspace Like PewDiePie's Odysseus: Hardware, Models, and Costai

    How to Build a Local AI Workspace Like PewDiePie's Odysseus: Hardware, Models, and Cost

    A practical, source-backed guide to building a local AI workspace like PewDiePie's Odysseus, including VRAM tiers, realistic budgets, model runtimes, installation steps, and security advice.

    J
    Jenuel Oras Ganawed
    Your RAG copilot can't count — stop letting it tryrag

    Your RAG copilot can't count — stop letting it try

    Your RAG copilot can't count — stop letting it try A user asked our document-search...

    R
    Rodrigo Diego
    What was your win this week?discuss

    What was your win this week?

    👋👋👋👋 Looking back on your week -- what was something you're proud of? All wins count -- big or small...

    J
    Jess Lee
    Inside the Virtual R&D Lab: How Human Imagination and AI Multi-Agents Shape the Future of Scienceai

    Inside the Virtual R&D Lab: How Human Imagination and AI Multi-Agents Shape the Future of Science

    System Enforces Order, AI Accelerates Logic: Driving Next-Generation R&D Through...

    T
    Tanaike
    The memory layer that never calls an LLM: what that buys, and what it costsai

    The memory layer that never calls an LLM: what that buys, and what it costs

    Part 4 of **The Answerability Problem, and the one that isn't about abstention. Parts 1–3 argued that...

    G
    Giulio D'Erme
    Congrats to the DEV Weekend Challenge: Passion Edition Winners!devchallenge

    Congrats to the DEV Weekend Challenge: Passion Edition Winners!

    We are excited to announce the winners of our DEV Weekend Challenge: Passion Edition! The prompt was...

    J
    Jess Lee
    Skills vs MCP: How AI tools have evolvedai

    Skills vs MCP: How AI tools have evolved

    Eighteen months ago, MCP was the thing. Every demo and chatbot connector was running on MCP under the...

    T
    Tilde A. Thurium
    Does it still make sense to learn how to code?ai

    Does it still make sense to learn how to code?

    Does it still make sense to learn how to code? This is a question I’ve been thinking about a lot...

    R
    Roberto B.
    Gubernator Weekly Update: CoreDNS Aqueducts, SRE Stack, Network Topology & Cluster Auto-Updates!ibuildwithai

    Gubernator Weekly Update: CoreDNS Aqueducts, SRE Stack, Network Topology & Cluster Auto-Updates!i

    Gubernator Weekly Update: CoreDNS Aqueducts, SRE Stack, Network Topology & Cluster...

    M
    Mario Ezquerro
    Data, Context & RAG Lineage Governance for Enterprise AI Agentsai

    Data, Context & RAG Lineage Governance for Enterprise AI Agents

    A deep-dive architectural guide to query-time ABAC, cryptographic lineage, and outbound payload sanitization in agentic RAG systems.

    J
    Jitendra Gupta
    One TPU Chip, Eight Agents: Serving Small Agent Workloads with Raw JAXtpu

    One TPU Chip, Eight Agents: Serving Small Agent Workloads with Raw JAX

    Cloud TPU v6e-1 (ct6e-standard-1t, one v6e chip, 32 GB HBM), GCE flex-start, europe-west4-a. vLLM...

    X
    xbill
    Amazon Bedrock Agents Orchestrating Google ADK over A2Aagents

    Amazon Bedrock Agents Orchestrating Google ADK over A2A

    This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master...

    X
    xbill
    Join our latest Frontend Challenge: Comfort Food Edition 🍲devchallenge

    Join our latest Frontend Challenge: Comfort Food Edition 🍲

    We're back with another Frontend Challenge, and this time we're hungry! 🍜🥧 Running through August...

    J
    Jess Lee
    What is current your "daily driver" coding model? (July 2026)discuss

    What is current your "daily driver" coding model? (July 2026)

    Fable 5 at Max effort? OpenAI's gpt-5.6? The latest Gemini models? Perhaps Kimi K3 or other...

    P
    Peter Kim Frank
    Fish Audio's $52M Seed: Open Weights Got Them Heretts

    Fish Audio's $52M Seed: Open Weights Got Them Here

    Fish Audio raised a $52M seed on July 28, 2026 with $21M ARR and 8M users. Its new S2.1 Pro model is closed, API-only. What that shift means for TTS.

    @
    @lukeocodes 🕹👨‍💻
    Welcome Thread - v386welcome

    Welcome Thread - v386

    Leave a comment below to introduce yourself! You can talk about what brought you here, what you're...

    S
    Sloan the DEV Moderator
    Finally — Hard Caps to Limit Your Google Cloud Spendgcpbilling

    Finally — Hard Caps to Limit Your Google Cloud Spend

    TL;DR For years, Google Cloud budget alerts were purely informational. They sent an email...

    D
    Darren "Dazbo" Lester
    The Governed Execution Gateway: Securing MCP Servers and Tool Egress Proxiesai

    The Governed Execution Gateway: Securing MCP Servers and Tool Egress Proxies

    Why unmonitored Model Context Protocol (MCP) connections threaten enterprise security and how to build a bidirectional tool egress proxy.

    J
    Jitendra Gupta
    Beyond Flutter: Running BlocSignal State Machines in Pure Dart, Jaspr Web, and CLI Toolsflutter

    Beyond Flutter: Running BlocSignal State Machines in Pure Dart, Jaspr Web, and CLI Tools

    Discover how BlocSignal's zero-Flutter core package enables unified state management across CLI tools, Jaspr web apps, and Dart Frog server backends with native DevTools telemetry.

    R
    Randal L. Schwartz
    Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmarkagents

    Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmark

    This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A...

    X
    xbill
    Building AI Agents with the Kotlin Agent Development Kit (ADK)kotlin

    Building AI Agents with the Kotlin Agent Development Kit (ADK)

    This tutorial builds a starter "Hello World" style agent using Kotlin and the native Kotlin version...

    X
    xbill
    Bug Smash isn't glamorous and that's what I love about it.bugsmash

    Bug Smash isn't glamorous and that's what I love about it.

    We kicked off DEV's Big Summer Bug Smash on July 14, and I've been waiting to write this post since...

    J
    Jess Lee
    Why ValueNotifier Fails at Scale: The Non-Composability Problem (and How Signals Fix It)flutter

    Why ValueNotifier Fails at Scale: The Non-Composability Problem (and How Signals Fix It)

    Discover how signals and BlocSignal eliminate ValueNotifier callback spaghetti, memory leaks, and nested ValueListenableBuilder pyramids in Flutter.

    R
    Randal L. Schwartz
    DevRelCon, Adult Summer Camp, and My First Time Speakingai

    DevRelCon, Adult Summer Camp, and My First Time Speaking

    There’s something about DevRelCon that feels a little like adult summer camp. It’s immersive,...

    D
    DanielleWashington
    ...

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