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TonyBai
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TonyBai

Tony Bai's tech world (tonybai.com). Not satisfied with just "knowing how", we strive for mastery. Focused on Go language internals, high-quality engineering practices, and cloud‑native architecture, exploring cutting‑edge intersections of Go and AI. Gophers who pursue technology are welcome—follow me and evolve with Go.

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Recent Articles

Latest from TonyBai

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TonyBai
TonyBai
Aug 14, 2026 · Artificial Intelligence

DeepSeek Opens Harness: How a Plug‑in‑First Architecture Makes Every Agent Component Swappable

DeepSeek's newly open‑sourced Harness (dsh) introduces a plug‑in‑first design that decouples models, tools, sessions, storage, and UI into interchangeable modules, detailing its Cordis meta‑framework, profile‑bundle layering, turn/step loop, event system, and early support for context compression and long‑term memory.

AgentContext CompressionCordis
0 likes · 16 min read
DeepSeek Opens Harness: How a Plug‑in‑First Architecture Makes Every Agent Component Swappable
TonyBai
TonyBai
Aug 14, 2026 · Artificial Intelligence

Why Google Claims Go Is the Ideal Language for AI‑Assisted Development

The article analyzes Google’s blog post that argues AI shifts software‑engineering bottlenecks from code generation to code review, and explains why Go’s readability‑first design, strong static typing, comprehensive toolchain, and long‑term compatibility make it especially suited for AI‑assisted programming, while also summarizing the heated Hacker News debate.

AI-assisted codingGolanguage evaluation
0 likes · 18 min read
Why Google Claims Go Is the Ideal Language for AI‑Assisted Development
TonyBai
TonyBai
Aug 13, 2026 · Artificial Intelligence

How Enterprise AI Desktops Solve Customization, Security, and Privatization Challenges

As AI moves into everyday employee workflows, enterprises must manage branding, plugins, agents, data, security, and updates; this article analyzes those challenges and explains how FinDesk provides a white‑label, private, governed, and evolvable AI desktop platform that addresses customization, compliance, integration, and long‑term maintenance.

AI desktopSecurity Sandboxenterprise AI
0 likes · 14 min read
How Enterprise AI Desktops Solve Customization, Security, and Privatization Challenges
TonyBai
TonyBai
Aug 12, 2026 · Industry Insights

How the Rust Foundation Turned an Orphaned Language into an Industry Powerhouse

The article analyses how the Rust Foundation’s governance, funding mechanisms, and commercial network support Rust’s production use, compares its model with Go’s Google‑centric approach, and explains why a vendor‑neutral foundation is crucial for the language’s long‑term sustainability.

FoundationFundingGo
0 likes · 21 min read
How the Rust Foundation Turned an Orphaned Language into an Industry Powerhouse
TonyBai
TonyBai
Aug 11, 2026 · Industry Insights

Zuckerberg’s Rare 10,000‑Word Essay Argues Superintelligence Should Belong to Everyone, Not a Few

In a detailed Meta blog post, Mark Zuckerberg challenges the feasibility of aligning a single benevolent superintelligence, proposes three guiding principles, six concrete product promises, nine policy‑level risks, and three governance commitments, arguing that AI safety depends on widespread personal empowerment rather than centralized control.

AI alignmentAI policyMark Zuckerberg
0 likes · 16 min read
Zuckerberg’s Rare 10,000‑Word Essay Argues Superintelligence Should Belong to Everyone, Not a Few
TonyBai
TonyBai
Aug 10, 2026 · Artificial Intelligence

How Cloudflare Scaled AI‑Powered Code Review to 3,600 Engineers and 240K Interceptions

Cloudflare built a three‑layer AI engineering stack—platform, knowledge, and governance—that lets 3,600 engineers (95% of R&D) use AI tools at scale, reduces inference cost by 77% with Workers AI, intercepts over 240,000 standard violations, and keeps per‑review cost under $1 while maintaining high security.

AI code reviewAI engineeringAgents
0 likes · 23 min read
How Cloudflare Scaled AI‑Powered Code Review to 3,600 Engineers and 240K Interceptions
TonyBai
TonyBai
Aug 9, 2026 · Artificial Intelligence

How Google Built Agent Skills That Earned 15K Stars

Google’s open‑source Agent Skills project grew to over 15,000 GitHub stars, prompting many product teams to contribute, and the company responded with a comprehensive process that includes standardized repository structures, remote MCP tooling, automated pre‑merge checks, continuous evaluation, and dedicated ownership to maintain quality at scale.

AI agentsCI/CDGoogle Agent Skills
0 likes · 12 min read
How Google Built Agent Skills That Earned 15K Stars
TonyBai
TonyBai
Aug 7, 2026 · Information Security

Why Go’s New crypto/passkey Package Could Nail Password‑less Login

Filippo Valsorda’s proposal to add a crypto/passkey package to Go’s standard library introduces a stateless, no‑callback API that simplifies Passkey integration for small‑to‑medium sites by standardising credential storage, redefining user‑ID handling, and trimming unnecessary protocol features.

AuthenticationGoPasskey
0 likes · 15 min read
Why Go’s New crypto/passkey Package Could Nail Password‑less Login
TonyBai
TonyBai
Aug 6, 2026 · R&D Management

Rust Says AI Can Review Code but Not Write It: Inside the New LLM Policy

The Rust core teams have published an LLM usage policy that permits AI to assist with reviewing, analyzing, and suggesting code but forbids AI‑generated code creation, outlining strict disclosure rules, higher quality thresholds, and the impact on reviewers, contributors, and issue reporters while comparing approaches taken by Go, Zig, and the Linux kernel.

AILLMPolicy
0 likes · 17 min read
Rust Says AI Can Review Code but Not Write It: Inside the New LLM Policy