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Articles 130,630Blog Posts 135,383Tech Tutorials 33,799Research Papers 25,426News 18,545
⚡ AI Lessons

Dev.to · kt
🤖 AI Agents & Automation
⚡ AI Lesson
3w ago
AgentAuth Deep Dive: Reading the Self-Authenticating UUID for AI Agents from the Source
No login, no sessions, no server-side DB. AgentAuth folds an AI agent identity and authentication into a single UUID. I read it down to the secp256k1 and keccak

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
SPIFFE Compliance Deep Dive
If you run SPIRE, are you SPIFFE compliant? How far do you have to go with a custom implementation? I read the spiffe/spiffe spec end to end and pulled out the

Dev.to · kt
⚡ AI Lesson
1mo ago
AWS SigV4 and SigV4A Deep Dive
A four-step breakdown of AWS SigV4 with an 80-line Python implementation, the asymmetric SigV4A (ECDSA P-256) that Multi-Region Access Point forced into existen

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
1mo ago
Microsegmentation Deep Dive
Perimeter defense no longer stops ransomware spreading sideways. One article on why VLAN/Firewall hit a wall, the four implementation patterns (hypervisor / age

Dev.to · kt
☁️ DevOps & Cloud
⚡ AI Lesson
1mo ago
AWS IAM Roles Anywhere Hands-On
When you're outside EC2/Lambda (home laptop, on-prem server, Raspberry Pi, Kubernetes) and you don't want long-lived keys (AKIA...) sitting around, IAM Roles An

Dev.to · kt
⚡ AI Lesson
1mo ago
AWS STS Deep Dive
I treated AssumeRole as a single API while writing the IAM piece. STS is actually 6 separate APIs (SAML / WebIdentity / Root / SessionToken / FederationToken),

Dev.to · kt
⚡ AI Lesson
2mo ago
AWS Deep Dive: what it actually is, how regions and accounts fit together, and where auth lives
A first-principles tour of AWS for people who keep saying they "get it" but want to actually get it: the physical hierarchy of Regions and AZs, the logical hier

Dev.to · kt
📰 AI News & Updates
⚡ AI Lesson
2mo ago
What 11 big tech companies actually do with AI in 2026
Google, Microsoft, Meta, Amazon, Anthropic, Stripe, Shopify, Salesforce, Netflix, Mercari, CyberAgent. Engineers have been saying 'AI boosts productivity' for y

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
Hacking GitHub: From Tag Rewrites to Dangling Commits, Where the Git Protocol Trusts You Without Checking
A single line of "uses: tj-actions/changed-files@v44" burned 23,000 repositories. About a year later, 75 of 76 Trivy tags were rewritten the same way. Git tags

Dev.to · kt
☁️ DevOps & Cloud
⚡ AI Lesson
2mo ago
SLSA Provenance Hands-on: Generate with GitHub Actions, Verify with slsa-verifier
After SBOM and Cosign comes Provenance. Issue SLSA Build L3 provenance with slsa-github-generator and verify it with slsa-verifier, end to end on real machines.

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
2mo ago
SLSA Deep Dive: Securing the Supply Chain Using Verifiable Levels
A complete teardown of the SLSA specification. We dissect the threat model, Build and Source track requirements, Provenance structure, and the verification flow

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
Sigstore Deep Dive: Unmasking the Magic Behind Keyless Verification
A complete teardown of Fulcio, Rekor, and TUF powering `cosign sign`. Short-lived certificates, Merkle tree inclusion proofs, and trust bootstrapping—explained

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
Why Do SSL/TLS Certificate Lifetimes Keep Getting Shorter?: Everything You Need to Know for the 47-Day Era
CA/Browser Forum SC-081 mandates a phased reduction of certificate validity to 47 days by 2029. This article dives deep into the structural flaws of revocation

Dev.to · kt
🤖 AI Agents & Automation
⚡ AI Lesson
3mo ago
I Built an OPA Plugin That Turns It Into an AuthZEN-Compatible PDP
Building an OPA plugin that implements the AuthZEN Authorization API 1.0. How the OPA community discussion led to a plugin approach, and the design decisions be

Dev.to · kt
🏗️ Systems Design & Architecture
⚡ AI Lesson
3mo ago
Google Zanzibar Deep Dive: Handling 2 Trillion ACLs in Under 10ms
A deep dive into the Google Zanzibar paper — covering Relation Tuples, the New Enemy problem, Zookies, the Leopard index, and system architecture. With notes on

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
3mo ago
RBAC vs ABAC vs ReBAC: How to Choose and Implement Access Control Models
Starting with the RBAC role explosion problem, comparing it with ABAC and ReBAC, and exploring practical policy examples from products like Cedar, OpenFGA, and

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
WIMSE (Workload Identity in Multi System Environments) Deep Dive: Standardizing Identity Authentication for Microservices
A thorough breakdown of IETF draft-ietf-wimse-arch-07. From core concepts to cross-domain scenarios and security considerations, this article walks through the

Dev.to · kt
⚡ AI Lesson
4mo ago
GitHub Profile: A "Guest Book" Anyone Can Sign
I built a fully automated, interactive guest book using Issue Forms and GitHub Actions, where visitors can leave a message in just 10 seconds.

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
Identity Chaining Deep Dive: Connecting Identity Across Trust Domains with OAuth
A comprehensive guide to Identity Chaining (draft-ietf-oauth-identity-chaining-08). Learn how to safely propagate identity and authorization information across

Dev.to · kt
🔐 Cybersecurity
⚡ AI Lesson
4mo ago
brtc (Brute-force Cost): A CLI Tool to Convert Password Strength into "Time to Crack and a Real USD Invoice"
More than just entropy calculation—I built a Go CLI tool to visualize how much it would cost if an offline attack were launched using modern hardware like an RT

Dev.to · kt
📣 Digital Marketing & Growth
⚡ AI Lesson
4mo ago
RFC 8693 Deep Dive: Token Exchange
A comprehensive, illustrated deep dive into RFC 8693 (Token Exchange), the OAuth 2.0 standard for exchanging one token for another, exploring the crucial differ

Dev.to · kt
⚡ AI Lesson
5mo ago
OPA & kube-mgmt Deep Dive
While Gatekeeper is the standard for Kubernetes policy control, its predecessor, the 'OPA + kube-mgmt' setup, remains highly relevant as a versatile policy dist

Dev.to · kt
⚡ AI Lesson
5mo ago
Is it True That Go Maps Don't Shrink?
The common belief is that Go maps don't return memory after deletion. I verified this myth with actual measurements in Go 1.25. The result: Alloc decreased by 9

Dev.to · kt
⚡ AI Lesson
5mo ago
Go Heap Fragmentation Deep Dive: The Battle Against 'Invisible Memory' Continues
'The GC is running, but memory usage isn't dropping.' The cause is often heap fragmentation. This article details the design of Go's memory allocator, the mecha
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