Topic
All blog posts, tools, and guides about C from Developers Digest.
180 resources - 1 post, 56 tools, 123 guides
Anthropic's agentic coding CLI. Runs in your terminal, edits files autonomously, spawns sub-agents, and maintains memory across sessions. Defaults to Claude Opus 5.5 on paid plans as of October 2026.
AI CodingAI-native code editor forked from VS Code, now sold as part of The X Subscription. Agent edits multiple files at once and Tab autocomplete predicts your next edit. Plus is $8/mo (Cursor's own Grok and Composer models only); Premium at $30/mo adds third-party models at API list price.
AI CodingOpenAI's coding agent for terminal, cloud, IDE, GitHub, Slack, and Linear workflows. Reads repos, edits files, runs commands, and returns reviewable diffs.
AI CodingGoogle's open-source (Apache 2.0) terminal agent for Gemini models. Paid Gemini API, Vertex AI, and Code Assist Standard or Enterprise users keep access; unpaid tier and Google One users moved to Antigravity CLI on June 18, 2026.
AI CodingGitHub's AI coding assistant. Inline completions, chat, and agent mode in VS Code and JetBrains, plus a coding agent that turns issues into pull requests. Free tier, Pro from $10/mo.
AI CodingOpen-source AI code assistant for VS Code and JetBrains. Bring your own model - local or API. Tab autocomplete, chat, inline edit. Fully customizable.
AI CodingAI coding assistant with deep codebase context. Indexes your entire repo graph for accurate answers. VS Code and JetBrains extensions. Enterprise plan from $16K per year.
AI CodingThe TypeScript toolkit for building AI apps. Unified API across OpenAI, Anthropic, Google. Streaming, tool calling, structured output, multi-step agents. 27K+ GitHub stars.
AI FrameworksFrontend stack for agent-native apps. React hooks, prebuilt copilot UI, AG-UI runtime, frontend tools, shared state, and human-in-the-loop flows.
AI FrameworksAnthropic's SDK for building agents on the same tools, agent loop, and context management that power Claude Code. Python and TypeScript. Subagents, hooks, MCP, and permissions.
AI FrameworksMost popular LLM framework. 100K+ GitHub stars. Chains, RAG, vector stores, tool use. LangGraph adds stateful multi-agent workflows with cycles and persistence.
AI FrameworksGives AI agents access to 1,000+ toolkits (GitHub, Slack, Gmail, databases) with managed OAuth. Handles the auth and API complexity so your agent doesn't have to.
AI FrameworksMulti-agent orchestration framework. Define agents with roles, goals, and tools, then assign them tasks in a crew. Python-based. Great for complex workflows.
AI FrameworksDeployment platform behind Next.js. Git push to deploy. Edge functions, image optimization, analytics. Free tier is generous.
InfrastructureSelf-hosted PaaS for deploying apps, databases, and services. Git-based deploys, Docker support, preview environments, and a clean UI.
InfrastructureReactive backend - database, server functions, real-time sync, cron jobs, file storage. All TypeScript. This site's backend (courses, videos, user data) runs on Convex.
InfrastructureCDN, DNS, DDoS protection, and edge computing. Free tier handles most needs. This site uses Cloudflare for DNS and analytics. Workers for edge compute.
InfrastructureDrop-in auth for React/Next.js. Pre-built sign-in UI, session management, user profiles, org management. This site uses Clerk for authentication.
InfrastructureAnthropic's model family. As of October 2026: Opus 5.5 as the default, Fable 5.1 for the hardest long-horizon work, Sonnet 5.5 for speed, Haiku 5.5 for cost. 1M context. Max from $100/mo.
AI ModelsOpenAI's chat app. As of October 2026 Free and Go run GPT-6 Luna; Plus ($20/mo) adds GPT-6.1 Sol and GPT-6 Astra. Agent mode, Codex, image generation, code interpreter.
AI ModelsAnthropic's smallest Claude 4.5 model, released October 2025 and succeeded by Haiku 5.5 in October 2026. Sonnet 4-level coding at one-third the cost. $1/$5 per million tokens.
AI ModelsAlibaba's open-weight coding model, released in 2025. 480B total parameters, 35B active (MoE). Native 256K context, extends to 1M. Apache 2.0 license. Built for agentic coding.
AI ModelsAI coding platform built for large, complex codebases. Context Engine indexes 500K+ files across repos with 100ms retrieval. Intent desktop app orchestrates parallel agents.
AI CodingOpenAI's open-source (Apache-2.0) terminal coding agent, built in Rust. Included with ChatGPT Plus from $20/mo or usable with an API key. Defaults to GPT-6.1 Sol.
AI CodingOpen-source terminal coding agent from Moonshot AI. Launched on Kimi K2.5 and now runs Kimi K3 with up to 1M tokens of context. Agent Swarm runs up to 100 parallel sub-agents.
AI CodingOpen-source autonomous coding agent inside VS Code. Creates files, runs commands, and can use a browser for UI testing and debugging with your permission.
AI CodingMulti-agent orchestration framework built on the OpenAI Agents SDK. Define agent roles, typed tools, and directional communication flows. Production-focused, open-source.
AI FrameworksType-safe Python agent framework from the Pydantic team. Brings the FastAPI feeling to AI development. Composable tools, durable execution, and full IDE autocomplete.
AI FrameworksStructured data extraction from any LLM using Pydantic models. Automatic retries, validation, and streaming. 3M+ monthly downloads. Available in Python, TypeScript, Go, Ruby, and Rust.
AI FrameworksOpen-source AI orchestration framework by deepset. Modular pipelines for RAG, agents, semantic search, and multimodal apps. Pipeline-as-graph architecture with explicit control.
AI FrameworksVisual testing tool for Model Context Protocol servers. Like Postman for MCP - call tools, browse resources, and view real-time logs in a browser UI. Zero install via npx.
MCP ToolsGo command-line tool (installed as mcp via Homebrew, or mcptools via go install) for listing and calling the tools, resources, and prompts of any MCP server over stdio or HTTP, with an interactive shell, a web UI, and mock, proxy, and guard modes.
MCP ToolsCentralized manager for MCP servers. Connect once to localhost:37373 and access all your servers through a single endpoint. REST API, web UI, and VS Code config compatible.
MCP ToolsRun 50,000+ ML models with a simple API. No infrastructure management. Pay-per-second billing. Deploy custom models with Cog. Popular for image generation and audio.
InfrastructureWafer-scale AI inference at 3,000+ tokens/sec. The WSE-3 chip has 4 trillion transistors and 900K AI cores. 20x faster than GPU providers. OpenAI partnership for inference.
InfrastructureOpen-source OpenAI API replacement. Runs LLMs, vision, voice, image, and video models on any hardware, no GPU required. 60+ backends. Distributed mode for scaling.
Local AIKeyboard-first Mac launcher with built-in AI. 1,500+ extensions, clipboard history, window management, snippets. Replaced 4 apps in my workflow. Free launcher; AI starts with Pro at $10/mo.
ProductivityAI-powered terminal assistant from AWS. Natural language chat, command autocompletion, code generation. Agentic mode reads files, runs commands, and calls AWS APIs. Free tier.
ProductivityAI-powered context manager that remembers your code, snippets, links, and project context across IDEs, browsers, and terminals. Local-first with 9 months of memory. No free plan; Pro is $18.99/user/mo.
ProductivityC++ inference engine for LLMs. GGUF format, quantization, CPU and Metal/CUDA support. The foundation most local tools build on.
Local AIMCP server directory updated daily, listing 21,680+ servers with estimated weekly visitors, release dates, and popularity sorting by week, month, or all time.
MCP ToolsPythonic framework for building MCP servers and clients. Decorators for tools, resources, and prompts. FastMCP 1.0 shipped inside MCP Python SDK v1; the standalone project, now at PrefectHQ/fastmcp, is on v4.
MCP ToolsBridge that exposes stdio MCP servers over HTTP/SSE, or vice versa. Run a local server remotely, or connect to a remote server as if it were local.
MCP ToolsInteractive TUI dashboard that shows exactly where your Claude Code and Cursor tokens are going, in real time.
ProductivityAnthropic's Opus model released April 2026, since succeeded by Opus 4.8 and Opus 5.5. Strong at coding, long-context analysis, and agentic work. 1M context, $5/$25 per million tokens.
AI ModelsDatabase platform for MySQL on Vitess, PlanetScale Postgres, and Neki (sharded Postgres), with branching, non-blocking schema changes, and horizontal sharding. There is no free or hobby tier; PlanetScale Postgres single node starts at $5/month.
InfrastructureAmazon's core compute service. Hundreds of instance types, every region, deep integration with the rest of AWS. The default enterprise compute layer.
InfrastructureThe most widely used data validation library for Python, and the de facto standard. Type-hint-driven models, fast Rust-based core (v2), and the foundation of FastAPI, LangChain, and most Python AI tooling.
AI FrameworksUtility-first CSS framework. Compose styles with class names, scan templates with the JIT engine, and ship tiny CSS bundles. v4 rewrote the engine in Rust.
InfrastructureLocally-scoped CSS for component-based apps. Plain CSS files with hashed class names, no runtime overhead, no learning curve.
InfrastructureCopy-paste React component collection built on Base UI (the default), Radix, or React Aria primitives and Tailwind. You own the source, customize freely, no library to upgrade.
InfrastructureAnthropic's first generally available Mythos-class model, released June 9, 2026. 1M context, 128K max output, $10/$50 per million tokens. Built for long-horizon agentic work.
AI ModelsAnthropic's Opus model released May 28, 2026, and its recommended default until Opus 5.5 shipped in September 2026. 1M context, 128K output, $5/$25 per million tokens.
AI ModelsOpen-source AI coding agent for terminal, desktop, and IDE. Works with 75+ LLM providers including Claude, GPT, Gemini, and local models. Runs parallel sessions on one project.
AI CodingMac app for running parallel Claude Code, Codex, and Cursor agents in isolated workspaces. Watch every agent work at once, then review and merge their changes.
AI CodingA hosted infinite canvas your headless AI agents drive over MCP. Any MCP-speaking agent - Claude Code, Codex, Cursor, or a script - creates HTML docs, images, and video on a live canvas, streamed in as it builds.
ProductivityThe primary command-line entry point for Claude Code sessions.
GuideInstall the dd CLI and scaffold your first AI-powered app in under a minute: Next.js 16, Convex, Clerk, Autumn, Tailwind v4 and an agent-ready CLAUDE.md.
GuideReal-time prompt loop with history, completions, and multiline input.
GuideConfigure Claude Code for maximum productivity -- CLAUDE.md, sub-agents, MCP servers, and autonomous workflows.
Guide50+ customizable shortcuts for cancel, history, transcript, and more.
GuideWhat MCP servers are, how AI clients like Claude Code call their tools, how to add one through .mcp.json, and how to build your own in TypeScript.
GuideFull vim keybindings (normal and insert modes) for prompt editing.
GuideA complete, citation-backed Claude Code course with setup, prompting systems, MCP, CI, security, cost controls, and capstone workflows.
GuideInstall Ollama and LM Studio, pull your first model, and run AI locally for coding, chat, and automation - with zero cloud dependency.
GuideRun Bash commands with Ctrl+B and retrieve output by task ID.
GuideInstall Claude Code, configure your first project with CLAUDE.md, learn the essential commands and workflows, and start shipping code in under 5 minutes.
GuideStep-by-step guide to building an MCP server in TypeScript - from project setup to tool definitions, resource handling, testing, and deployment.
GuidePrefix prompts with ! to run shell commands directly, bypassing Claude.
GuideDeep comparison of the top AI agent frameworks - LangGraph, CrewAI, Mastra, CopilotKit, AutoGen, and Claude Code.
GuidePer-directory prompt history with Ctrl+R reverse search.
GuideHold-to-record voice input on macOS, Linux, and Windows.
GuideShift+Enter, Option+Enter, or backslash+Enter for multi-line prompts.
GuideContext-aware follow-up suggestions derived from git history.
GuideAsk quick side questions without derailing the main task.
GuideRead file contents with line limiting, offset, and binary support.
GuideCreate or overwrite files; requires permission for existing paths.
GuideTargeted edits to specific sections without rewriting entire files.
GuideBatch edit multiple files in a single atomic operation.
GuideModify Jupyter notebook cells directly without touching JSON.
GuideFile discovery via pattern matching across the repository.
GuideSearch file contents by pattern with regex support.
GuideJump to definitions, find references, and type-check via language servers.
GuideExecute shell commands with persistent working directory in project bounds.
GuideNative PowerShell execution on Windows and optionally Unix hosts.
GuideBackground monitoring of logs, files, and long-running processes.
GuideSessionStart hooks can persist env vars across Bash tool calls.
GuideSet up Codex Chronicle on macOS: enable it, grant Screen Recording and Accessibility access, and understand data storage, privacy, prompt injection and fixes.
GuideStage, commit, branch, and open PRs without leaving the session.
GuideIsolated git worktrees for parallel Claude Code sessions.
GuideWrite your first Claude Code skill: pick a task, write the frontmatter and body, add failure modes, then install it and test it with real prompts.
GuideClickable PR link in the footer with review state color coding.
GuideMove from Cursor to Claude Code step by step: install, turn .cursor/rules into CLAUDE.md or AGENTS.md, port MCP servers and skills, and compare plan costs.
GuideFull GitHub CLI support for automated PR and issue workflows.
GuideFetch and parse content from URLs, including JS-rendered pages.
GuidePerform web searches and return ranked results with snippets.
GuidePersistent project instructions loaded every session; supports nested dirs.
GuidePath-specific rules that only load for matching files.
GuideDefine custom subagent types within your project's memory layer.
GuideAutomatic session-to-session memory of build commands, errors, and learnings.
GuideView and edit auto-memory and CLAUDE.md via the /memory command.
GuideInteractive timeline showing what's in context at each turn.
GuideAutomatic reuse of cached context for substantial cost reduction.
GuideBackground context summarization when the window starts filling up.
GuideApprove each action manually - the safest mode for new tasks.
GuideAuto-approve file edits and common filesystem commands.
GuideExplore and propose changes without executing them.
GuideEliminate prompts with a background classifier that judges safety.
GuideOnly pre-approved tools allowed. Fully non-interactive for CI.
GuideSkip all permission checks. Container and VM use only.
GuideGranular allow/ask/deny rules per tool with wildcard patterns.
GuideAuto-guarded directories like .git, .claude, and .vscode.
GuideFilesystem and network isolation for Bash tool calls on Linux and macOS.
GuideUse opus, sonnet, haiku, and best to switch models easily.
GuideHybrid mode: Opus for planning, Sonnet for execution.
GuideExtended context window for Opus and Sonnet on supported plans.
GuideLow, medium, high, xhigh, and max for adaptive reasoning control.
GuideInteractive UI to switch models and effort sliders mid-session.
Guide2.5x faster Opus at a higher token cost (research preview).
GuideToggle with Alt+T. Claude reasons through complex problems before responding.
GuideAdd gateway or custom models to the picker via environment variables.
GuideReusable markdown files with instructions and workflows.
Guide/simplify, /batch, /debug, /fast, and other built-in skills.
GuideTrigger with /skillname or let Claude auto-load when relevant.
GuideConfigure model, effort, tools, MCP servers, and invocation scope.
GuidePass arguments to skills with string substitution support.
GuideHide skills from Claude's auto-selection until manually triggered.
GuidePre-approve tools before a skill executes so it runs without prompts.
GuideRun a skill in an isolated context via fork mode.
GuideChanges to skill files are detected and reloaded automatically.
GuideSpawn isolated workers with independent context windows.
GuideResearcher, auditor, reviewer, and other ready-made subagent types.
GuideCreate reusable subagent definitions at project or user level.
GuideConfigure model, tools, MCP, skills, memory, and scoping.
GuideLimit which tools a subagent can access.
GuideRoute specific MCP servers only to specific subagents.
GuideAuto-memory that persists across multiple subagent invocations.
GuidePrevent bloating the main conversation with research or exploration.
GuideContinue a subagent's work across sessions.
GuideEvent-driven automation with 20+ lifecycle events.
GuideFires when a session begins; load env vars and initialize state.
GuideFires when a session terminates.
GuideFires before Claude processes user input; can validate or block.
GuideFires when a slash command expands; can block or inject context.
GuideFires before any tool executes. Allow, deny, defer, or modify the call.
GuideFires after a successful tool call. Good for feedback and follow-ups.
GuideFires on tool execution errors for logging, alerting, and retry.
GuideFires when a permission dialog appears. Auto-approve or auto-deny.
GuideFires when auto mode or a rule denies an action.
GuideFire when subagents spawn and finish.
GuideFire on task lifecycle events.
GuideFires when Claude finishes responding. Can prevent the stop.
GuideFires when watched files change on disk.
GuideFire when settings or CLAUDE.md files change during a session.
GuideFire before and after context compaction.
GuideFires when an MCP server requests input from the user.
GuideRun shell scripts on events with environment variable passing.
GuideUse Claude itself to handle hook logic instead of shell scripts.
GuideSpawn subagents to handle complex hook logic.
GuideRun hooks in the background without blocking the session.
GuideConnect external tools and data sources via the open MCP standard.
GuideLocal, project, user, and plugin-level MCP configurations.
GuideDeferred tool loading reduces context overhead for large MCP suites.
GuidePre-configured or dynamic OAuth for remote MCP servers.
GuideReference and read resources exposed by MCP servers.
GuideExecute MCP prompts as commands via the slash menu.
GuideReceive push messages from MCP servers via channels.
GuideAdmin-controlled allow and deny lists for MCP servers.
GuideCoordinate multiple Claude Code instances with a shared task list.
GuideCoordinator agent that assigns tasks and synthesizes findings.
GuideTeammates claim and complete work independently from one list.
GuideTeammates communicate directly without routing through the lead.
GuideRun each teammate in its own tmux or iTerm2 pane.
GuideRequire lead approval before teammates execute their tasks.
GuidePending tasks depend on others and unblock automatically.
GuideReuse custom subagent types as Agent Teams members.
GuideRun a prompt repeatedly on a fixed interval or self-paced.
GuideGUI-based scheduling on your local machine for recurring work.
GuideManaged scheduling on Anthropic infrastructure with API and GitHub triggers.
GuideKeep exploring

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