惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

W
WeLiveSecurity
T
Threatpost
C
CXSECURITY Database RSS Feed - CXSecurity.com
T
Threat Research - Cisco Blogs
cs.CL updates on arXiv.org
cs.CL updates on arXiv.org
Threat Intelligence Blog | Flashpoint
Threat Intelligence Blog | Flashpoint
Know Your Adversary
Know Your Adversary
Scott Helme
Scott Helme
S
Schneier on Security
T
The Exploit Database - CXSecurity.com
Latest news
Latest news
雷峰网
雷峰网
T
Tor Project blog
T
Tenable Blog
Spread Privacy
Spread Privacy
博客园 - 叶小钗
D
DataBreaches.Net
美团技术团队
A
Arctic Wolf
Project Zero
Project Zero
L
Lohrmann on Cybersecurity
The GitHub Blog
The GitHub Blog
博客园 - 司徒正美
Security Latest
Security Latest
D
Docker
月光博客
月光博客
C
Cyber Attacks, Cyber Crime and Cyber Security
S
Secure Thoughts
T
Troy Hunt's Blog
U
Unit 42
WordPress大学
WordPress大学
I
Intezer
Forbes - Security
Forbes - Security
Microsoft Azure Blog
Microsoft Azure Blog
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
SecWiki News
SecWiki News
罗磊的独立博客
The Last Watchdog
The Last Watchdog
人人都是产品经理
人人都是产品经理
Y
Y Combinator Blog
aimingoo的专栏
aimingoo的专栏
B
Blog
博客园 - 【当耐特】
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
Help Net Security
Help Net Security
S
Security @ Cisco Blogs
Microsoft Security Blog
Microsoft Security Blog
S
SegmentFault 最新的问题
The Cloudflare Blog
V
V2EX

DEV Community

Authentication Security Deep Dive: From Brute Force to Salted Hashing (With Java Examples) Why AI Systems Don’t Fail — They Drift Spilling beans for how i learn for exam😁"Reinforcement Learning Cheat Sheet" I Replaced Chrome with Safari for AI Browser Automation. Here's What Broke (and What Finally Worked) How Python Borrows Other People's Work The $40 Architecture: Processing 1 Billion API Requests with 99.99% Uptime Vibe Coding: A Workflow Guide (From Zero to SaaS) Most webhook security guides protect the wrong side. The scary part is delivery. Headless CMS for TanStack Start: Build a Blog with Cosmic EU Age Verification App "Hacked in 2 Minutes" — What Actually Happened Comfy Cloud’s delete function does not actually remove files Running AI Models on GPU Cloud Servers: A Beginner Guide Event-driven media intelligence with AWS Step Functions and Bedrock I scored 500 AI prompts across 8 quality dimensions — here's what broke How to Call Google Gemini API from Next.js (Free Tier, No Backend Needed) The Portal Protocol: Reclaiming Human Connection in the Age of AI How to Fix Your Team's Scattered Knowledge Problem With a Self-Hosted Forum Intro to tc Cloud Functors: A Graph-First Mental Model for the Modern Cloud Designing Multi-Tenant Backends With Both Ownership and Team Access I Built a Neumorphic CSS Library with 77+ Components — Here's What I Learned PostgreSQL Performance Optimization: Why Connection Pooling Is Critical at Scale Cómo construí un SaaS multi-rubro para gestionar expensas en Argentina con FastAPI + Vue 3 🚀 I Built an Ethical Hacking Scanner Tool – Open Source Project I Replaced /usage and /context in Claude Code With a Single Statusline A Pythonic Way to Handle Emails (IMAP/SMTP) with Auto-Discovery and AI-Ready Design I Collected 8.9 Million Polymarket Price Points — Here's What I Found About How Markets Really Move EcoTrack AI — Carbon Footprint Tracker & Dashboard Everyone's Using AI. No One Agrees How. 5 self-hosted ebook managers worth trying in 2026 Building Your First AI Agent with LangChain: From Chatbot to Autonomous Assistant Common SOC 2 Failures (Real World) Stop Vibe-Checking Your AI App: A Practical Guide to Evals How to Use SonarQube and SonarScanner Locally to Level Up Your Code Quality Your Next To-Do App Is Dead — I Replaced Mine with an OpenClaw AI Sign a Nostr event in 60 lines of Python using coincurve — no nostr-sdk, no nbxplorer, no rust toolchain ITGC Audit Explained Like You’re in Big 4 Patch Tuesday abril 2026: Microsoft parcha 163 vulnerabilidades y un zero-day en SharePoint Stop scraping everything: a better way to track competitor price changes Listing on MCPize + the Official MCP Registry while routing payments OUTSIDE the marketplace — how I kept 100% of my x402 revenue Building an AI-Powered Risk Intelligence System Using Serverless Architecture Why We Ripped Function Overloading Out of Our AI Toolchain Testing AI-Generated Code: How to Actually Know If It Works SaaS Churn Is Killing Your Business. Here Is What to Do About It (Without a Support Team) The Speed of AI Is No Longer Linear - And Self-Improving Models Are Why How to Implement RBAC for MCP Tools: A Practical Guide for Engineering Teams From Standard Quote to Persuasive Proposal: AI Automation for Arborists I built a CLI that scaffolds complete multi-tenant SaaS apps Axios CVE-2025–62718: The Silent SSRF Bug That Could Be Hiding in Your Node.js App Right Now The dashboard that ended our friendship Data Pipelines Explained Simply (and How to Build Them with Python) The Hidden Cost of AI Systems Nobody Talks About. undefined vs undeclared, and how typeof behaves Switching from file-based jobs to NATS/Kafka in Rust without changing code io_uring Adventures: Rust Servers That Love Syscalls Why Agentic AI is Killing the Traditional Database The POUR principles of web accessibility for developers and designers Quantum Neural Network 3D — A Deep Dive into Interactive WebGL Visualization How To Install Caveman In Codex On macOS And Windows Automation Pipeline Reliability: Why Your Workflow Breaks When Nobody Is Watching I Built an 'Open World' AI Coding Agent — It Works From ANY Folder From Freelancing to Product: A Tech Service Company's SaaS Transformation China's AI Giants: Adding Tencent Hunyuan & ByteDance Doubao to AI University (74 Providers) On the Vibe Coders and Their Lies clerk: Auto-Summarize Your Claude Code Sessions AI Weekly — 2026/04/10–04/17 | The Model Lockdown Is Here, but the Toolchain Is the Real Battleground AI 週報 — 2026/04/10–2026/04/17 模型封鎖潮來了,但工具鏈才是真戰場 Maybe this is how Open-Source apps are born... 🚀 Fine-Tune LLMs with LoRA and QLoRA: 2026 Guide tRPC v11 + Next.js App Router: End-to-End Type Safety Without the Boilerplate ShadCN UI in 2026: Why I Stopped Installing Component Libraries and Started Owning My Components SaaS Billing in React Server Components: Stripe + Supabase Without a Single `useEffect` Join our DEV Weekend Challenge — $1,000 in Prizes Across TEN winners! Submissions Due April 20 at 6:59 AM UTC. Implementing FSRS Spaced Repetition in Flutter + Supabase — Adding Memory Science to an AI Learning App "I Texted My Localhost From the Train — Claude Code Fixed the Bug Before I Got Home" I Built a Sales Prep AI and It Went Deeper Than Expected Design to Code #2: One JSON, Eleven Outputs Solving the 100M-Row Problem: A Summary Table Pattern for High-Volume Push Notification Logs Flutter Web With Wasm: What Actually Changes For Developers I Built 50 Royalty-Free Soundtracks for My Side Project in a Weekend Using AI Music Generation The Vibe Coding Security Checklist: 7 Things to Check Before You Ship Stop Letting Googlebot Guess Fix Your React App's SEO Right Desconstruindo o Streaming do LinkedIn: Como Criar um Engine de Extração de Vídeo de Alta Performance com HLS e FFmpeg (EDA Part-1) EDA (Exploratory Data Analysis) Explained With Real Life — Why Looking at Your Data Is the Most Important Step in Machine Learning Brand Relationship Management at Scale: Our 4-Touch Outreach System for 200+ Brands Why String.fromEnvironment() Might Return an Empty String in Dart JGuardrails 1.0.0 — Hardening Java LLM Apps Against Jailbreaks, Toxicity, and Prompt Injection Plan and Schedule a Full Week of Threads Content From One Claude Conversation Coding Cat Oran Ep3, Five Tables Changed Everything Updated: BFF Pattern I'm done watching freelancers get buried by 200 proposals. So I'm building the alternative. This is my first post BFS Algorithm in Java Step by Step Tutorial with Examples Tracking LLM Pricing Monthly: An Open Dataset for 22 AI Models How We Measure Content ROI on a Comparison Site: Revenue Attribution Without Perfect Data Introducing Nova AI Ops: The AI-Native Operating System for SRE Teams I built a free desktop video downloader for Windows — Grabbit How Talkie OCR Helps Vision-Impaired & Dyslexic Users Read the World Around Them VRCFaceTracking安装和iPhone面捕配置教程,有bug Even CrowdStrike Can't See Your Agents The Automation Gold Rush: What n8n Workflows and Claude Are Opening Up for Developers Right Now
Cross-Program Invocations: How One Solana Program Calls Another
Vincent Jande · 2026-06-27 · via DEV Community

Last time we ended on a promise. A Program Derived Address has no private key, so no human can sign for it, yet a program still needs to move tokens out of a vault it owns or release funds from an escrow. The mechanism that makes that work is the Cross-Program Invocation, and it's what this post is about.

CPIs are also the feature that makes Solana composable. A program on its own is a closed box. A program that can call other programs can build on everything already deployed: the System Program to create accounts and move SOL, the Token Program to mint and transfer tokens, any other program someone has shipped. If you've ever wondered how a single Anchor instruction manages to transfer tokens when your program clearly doesn't contain transfer logic, the answer is a CPI into the Token Program.

The problem: your program can't do everything itself

Say your program runs a vault that holds SOL for a user, and later releases it under some condition. To move SOL between system-owned accounts, the transfer has to be performed by the System Program, since that's the program that owns those accounts and your program can only debit lamports from accounts it owns directly. So when the source is a system-owned account, your program needs a way to call the System Program mid-instruction.

That's one wall. There's a second one as soon as the account being moved from is a PDA your program controls: authorizing the action requires a signature for an address that has no private key. CPIs solve the first wall, letting your program invoke another program's instruction. PDA signing, layered on top, solves the second. The same pattern shows up constantly with tokens, where your program's PDA is the authority over a token account and has to authorize a transfer through the Token Program, which is the example we'll build below.

The idea: one instruction calls another program's instruction

A Cross-Program Invocation is one program calling an instruction on another program during its own execution. The calling program (the caller) builds an instruction aimed at the callee program, hands it the accounts that instruction needs, and invokes it. The callee runs to completion, then control returns to the caller, which continues where it left off.

The key thing to hold onto is that this is the same kind of instruction a normal client would send from outside. You are assembling a target program ID, an account list, and instruction data, exactly what a transaction contains, except your program is the one issuing it instead of a wallet. The runtime treats it as a nested call within the same transaction.

There's a depth limit worth knowing: CPIs can only nest so far. Program A can call B, B can call C, and so on, but the runtime caps how deep the chain goes to keep execution bounded. The current limit is 5 levels (raised to 9 under a newer runtime change, SIMD-0268), and you'll rarely come close in practice.

invoke and invoke_signed: the two functions

At the native level, Solana gives you two functions for making a CPI.

invoke is for calls where the signatures you need are already present on the transaction. The privileges of the accounts passed into your program extend to the program you call, so if a user signed the outer transaction, that signature carries through to the CPI. This is what you use to act on a normal user-owned account, like asking the System Program to transfer SOL the user already authorized.

pub fn invoke(
    instruction: &Instruction,
    account_infos: &[AccountInfo<'_>],
) -> ProgramResult

invoke_signed is for when your program needs a PDA to sign. Since the PDA has no private key, you instead pass the seeds (plus the bump) used to derive it. The runtime re-derives the address from those seeds and your program's ID, and if it matches an account in the call, it treats that account as having signed.

pub fn invoke_signed(
    instruction: &Instruction,
    account_infos: &[AccountInfo<'_>],
    signers_seeds: &[&[&[u8]]],
) -> ProgramResult

A detail that demystifies the whole thing: invoke is just invoke_signed with an empty seeds array. They run through the same path; the only difference is whether you supply signer seeds.

pub fn invoke(instruction: &Instruction, account_infos: &[AccountInfo]) -> ProgramResult {
    invoke_signed(instruction, account_infos, &[])
}

The part that matters most: PDA signing is not cryptographic

This is the conceptual center of the post, so it's worth slowing down.

When a normal account signs a transaction, a private key produces a cryptographic signature. A PDA has no private key, so nothing like that can happen. Instead, PDA signing is a runtime construct. You hand invoke_signed the seeds, the runtime re-derives the PDA from those seeds and the calling program's ID, and if the derived address matches an account in the call, the runtime marks that account as signed for the duration of the CPI.

No signature is ever computed. The "signature" is the runtime agreeing that because your program supplied the correct seeds, and those seeds plus your program ID derive to this exact address, your program is allowed to authorize actions on it. This is the cash-out of everything from the PDA post: the address is derived from your program, so only your program can present the seeds that unlock it. The absence of a private key isn't a gap that PDA signing patches over. It's the whole reason the scheme is secure, because no external party can ever produce these credentials.

How it looks in Anchor

Anchor wraps the raw functions in a CpiContext, which bundles the program you're calling with the accounts that instruction needs. You build the context, then call the typed helper for the instruction.

A plain CPI, transferring SOL via the System Program using the user's own signature. Here Transfer is the System Program's transfer, which takes just from and to:

use anchor_lang::system_program::{transfer, Transfer};

let cpi_context = CpiContext::new(
    ctx.accounts.system_program.to_account_info(),
    Transfer {
        from: ctx.accounts.sender.to_account_info(),
        to: ctx.accounts.recipient.to_account_info(),
    },
);
transfer(cpi_context, amount)?;

A signed CPI, where a PDA is the authority. This one transfers SPL tokens through the Token Program, so the Transfer here is the token program's version, which also takes an authority, the account that must sign. That authority is our PDA, and new_with_signer plus the seeds is how the PDA signs:

use anchor_spl::token::{transfer, Transfer};

let bump = ctx.accounts.vault.bump;
let seeds: &[&[&[u8]]] = &[&[b"vault", authority_key.as_ref(), &[bump]]];

let cpi_context = CpiContext::new_with_signer(
    ctx.accounts.token_program.to_account_info(),
    Transfer {
        from: ctx.accounts.vault_token_account.to_account_info(),
        to: ctx.accounts.recipient_token_account.to_account_info(),
        authority: ctx.accounts.vault.to_account_info(),
    },
    seeds,
);
transfer(cpi_context, amount)?;

Read the difference in plain terms. CpiContext::new says "make this call using the signatures already on the transaction." CpiContext::new_with_signer says "make this call, and also present these seeds so the runtime will let my PDA sign." The seeds you pass are the same ones you'd use to derive the PDA, with the bump as the final element.

If you're calling another Anchor program rather than a built-in one, you add it as a dependency with the cpi feature, which generates typed instruction builders for it. That's a setup detail the lessons will walk through; the mental model is the same either way.

A few things that trip people up

  • Forgetting an account the callee needs. A CPI passes accounts to the callee, and the callee validates them just like any instruction. If the inner instruction needs the System Program or a token program account, it has to be in your account list and in your #[derive(Accounts)] struct. A missing account shows up as a failure inside the CPI, not in your own logic.
  • Wrong seeds in invoke_signed. If the seeds you pass don't re-derive to the PDA the callee expects as a signer, the runtime won't mark it signed and the call fails. The seeds, their order, and the bump all have to match the derivation exactly, the same discipline as the PDA constraints.
  • Reaching for invoke_signed when invoke would do. If the authority is a normal user who already signed the transaction, you don't need signer seeds. Signing with a PDA is only for accounts your program controls that have no key of their own.
  • Confusing "who signs" with "who owns." A program can sign for a PDA derived from its own ID. It can't sign for arbitrary accounts just because they're passed in. The seeds prove the PDA belongs to the calling program, which is what authorizes the signature.

TL;DR

  • A CPI is one program calling another program's instruction mid-execution, which is what makes Solana composable.
  • You build a target instruction, accounts, and data, much like a client would, and your program issues it.
  • invoke uses signatures already on the transaction; invoke_signed lets a PDA sign by supplying its seeds.
  • PDA signing isn't cryptographic: the runtime re-derives the PDA from the seeds and your program ID and marks it signed if it matches.
  • In Anchor, CpiContext::new is a plain CPI and CpiContext::new_with_signer adds the PDA seeds.
  • CPIs nest only so deep: the stack limit is 5 levels (9 under SIMD-0268).

Going further

The Solana CPI documentation covers both functions, privilege extension, and the execution flow in detail, and the quick-start CPI tutorial builds a vault that signs with a PDA end to end. For the native signature, the invoke_signed reference on docs.rs spells out exactly how the runtime treats PDA signing.

If you're doing 100 Days of Solana, the next arc puts this to work, and since you already understand PDAs, the signing half should click rather than mystify. Not joined yet? It's not too late to build alongside everyone: mlh.link/solana-100.