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21CTO
21CTO
Oct 11, 2026 · Backend Development

GitHub Rebuilds Git for Agent-Scale Dev, Hits 35x Write Throughput

GitHub is rebuilding its Git infrastructure without downtime to handle massive load from developers and AI agents, separating storage on Azure Blob from compute workers, achieving 35x write throughput improvement in benchmarks while preserving branch protection and audit logs.

AI agentsAzure BlobGit
0 likes · 6 min read
GitHub Rebuilds Git for Agent-Scale Dev, Hits 35x Write Throughput
21CTO
21CTO
Oct 10, 2026 · Industry Insights

Anthropic Lets Claude End Chats with Abusive Users, Ignites 'Model Welfare' Debate

Anthropic's new guidelines allow Claude to terminate conversations with persistently abusive users, framing it as 'model welfare'—a controversial stance Microsoft rejects—while also banning election interference, surveillance misuse, and expanding prohibitions on weapons development, with exceptions for government contracts.

AI ethicsAI policyAnthropic
0 likes · 4 min read
Anthropic Lets Claude End Chats with Abusive Users, Ignites 'Model Welfare' Debate
21CTO
21CTO
Oct 9, 2026 · Industry Insights

Rust Enters CPython: Python 3.16 Adds Optional Rust zlib Backend

Python 3.16 will introduce an optional Rust backend for the zlib module, marking the first Rust code in CPython, with a roadmap to make Rust mandatory by Python 3.18 in 2029, while addressing performance gains, dependency concerns, and success criteria for the Rust for CPython initiative.

CPythonPEP 826PyO3
0 likes · 6 min read
Rust Enters CPython: Python 3.16 Adds Optional Rust zlib Backend
21CTO
21CTO
Oct 9, 2026 · Industry Insights

ArtCraft Reimplements Microsoft Office in Rust with Clean-Room Approach

ArtCraft, a Rust-focused startup, has released pre-alpha clean-room reimplementations of Microsoft Word, Excel, and PowerPoint called WordCraft, SheetCraft, and SlideCraft, alongside creative tools like PhotoCraft, all dual-licensed under MIT/Apache 2.0, though legal experts note jurisdiction-dependent risks.

ArtCraftMicrosoft Office alternativesOpen Source
0 likes · 5 min read
ArtCraft Reimplements Microsoft Office in Rust with Clean-Room Approach
21CTO
21CTO
Oct 8, 2026 · Industry Insights

Pentagon Bans Anthropic's Claude Over Ethical Red Lines, Shifts to OpenAI and Google

The US Pentagon has completely stopped using Anthropic's Claude AI after the company refused to allow its use for mass surveillance and autonomous lethal weapons, prompting a seven-month transition to alternatives from OpenAI, Google, and xAI, despite Claude's deep integration into the Maven intelligence platform.

AI ethicsAnthropicClaude
0 likes · 4 min read
Pentagon Bans Anthropic's Claude Over Ethical Red Lines, Shifts to OpenAI and Google
21CTO
21CTO
Oct 7, 2026 · Industry Insights

Margaret Hamilton: Apollo Software Pioneer Who Invented Software Engineering Dies at 90

Computer pioneer Margaret Hamilton, who led the MIT team that developed the Apollo guidance software and coined the term 'software engineering,' died at 90; her defensive programming and priority-driven scheduling saved the Apollo 11 landing and laid foundations for modern software reliability.

Apollo programMITMargaret Hamilton
0 likes · 12 min read
Margaret Hamilton: Apollo Software Pioneer Who Invented Software Engineering Dies at 90
21CTO
21CTO
Oct 7, 2026 · Information Security

Cloudflare to Launch Free Public CA with ACME Automation and Post-Quantum MTC

Cloudflare plans to become a public certificate authority offering free, automated TLS certificates via ACME, leveraging GlobalSign's trusted root for immediate compatibility, while pursuing operational transparency and Merkle Tree Certificates for post-quantum readiness, providing a redundant alternative to Let's Encrypt for Linux admins and self-hosted developers.

ACMECertificate AuthorityCloudflare
0 likes · 6 min read
Cloudflare to Launch Free Public CA with ACME Automation and Post-Quantum MTC
21CTO
21CTO
Oct 5, 2026 · Backend Development

Google Cloud Swift SDK: Compile-Time Data-Race Safety for Server-Side

Google launches Cloud Swift SDK for Swift 6.2+, using SwiftNIO's async event loops, HTTP/2, gRPC, and compile-time data-race safety; engineers praise Swift's lightweight runtime, ARC, and syntax as a developer-friendly alternative to Rust or C++ for backend microservices, despite slow adoption after IBM's 2019 exit.

Concurrency SafetyGoogle CloudServer-Side
0 likes · 5 min read
Google Cloud Swift SDK: Compile-Time Data-Race Safety for Server-Side
21CTO
21CTO
Oct 4, 2026 · Fundamentals

Zig 0.17.0 Released: Sub-Second Builds, New Build System & Architecture

Zig 0.17.0 introduces a two-phase build system separating configuration and execution, a Build Server Protocol for editor integration, a self-hosted incremental ELF linker on x86_64-linux, and a thread-safe SafeAllocator cutting memory use by 50% and test time by 25%, alongside breaking language semantic changes like @bitCast redefinition.

ELF linkerSafeAllocatorZig
0 likes · 7 min read
Zig 0.17.0 Released: Sub-Second Builds, New Build System & Architecture
21CTO
21CTO
Oct 3, 2026 · Fundamentals

How Windows XP Ran Any App by Lying to Them

Windows XP achieved legendary compatibility by using a hidden database of shims that lied to applications about the OS version and even emulated the Windows 95 heap manager, allowing broken apps to run unmodified while Microsoft prioritized user upgrades over blocking flawed software.

AppPatchApplication CompatibilityOS Internals
0 likes · 10 min read
How Windows XP Ran Any App by Lying to Them