The Things That Never Go Obsolete
After years of tech transitions and team training, the differentiator was never the frameworks someone knew — it was what they had underneath.
#lessonslearned#career#fundamentals#ai
Blog Posts
Thoughts, experiences, and technical insights from my journey in software development.
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Surface Laptop Ultra: 1 Petaflop AI, 128GB RAM — And It Runs CUDA Natively
Microsoft and NVIDIA unveiled the Surface Laptop Ultra at Computex 2026 — the first laptop that can run 120B-parameter AI models locally.
#nvidia#microsoft#surface#ai#windows-on-arm
From Grep to Semantic Search: How OpenClaw Builds Memory for AI Agents
Updated OpenClaw, hit a missing API token error on memory_search, traced it to embeddings. A walk through the hybrid retrieval pipeline that replaced file reading.
#openclaw#ai-agent#vector-search#semantic-search#memory
AI Agents in CI/CD Pipelines: Speed vs Control — Who's Steering This Ship?
AI agents are automating CI/CD pipelines to the point where code goes live minutes after a push. But when the pipeline makes all its own decisions, the line between speed and control gets dangerously thin.
#cicd#aiagents#devops#automation#platformengineering
Microsoft Builds Its Own Coding Model, Drops Claude Code: The Distribution War in AI Coding
Microsoft is cancelling all Claude Code licenses and moving engineers to Copilot CLI running on a homegrown coding model. This isn't just about cost — it's a bet that distribution beats the best model.
#microsoft#ai-coding#github-copilot#claude-code#build-2026
Anthropic Files for IPO at $965B Valuation: What It Means for Developers
Anthropic has confidentially filed for IPO with the SEC, leaping ahead of OpenAI with a $965B valuation and $47B annualized revenue. Here's why developers should care.
#anthropic#ipo#ai#claude#developer
Software Supply Chain Security: SBOM, SLSA, and Artifact Signing for Developers
Every dependency is a potential risk. SBOM shows what's running, SLSA proves build integrity, and Cosign prevents tampering — all integrated into your CI/CD pipeline.
#devops#supplychain#security#slsa#cicd
Zerostack: The Rust-Powered AI Coding Agent That Uses 16MB RAM
While most AI coding agents consume 300-700MB RAM, Zerostack uses just 16MB. Written in Rust with a 12.9MB binary — it challenges the assumption that AI tools must be bloated.
#rust#ai-coding-agent#zerostack#developer-tools#performance
AI Writes Infrastructure Code in Seconds — But Who's in Control?
AI generates Terraform and CloudFormation code in seconds. But the speed of code creation has outpaced our ability to govern it — and most DevOps teams aren't paying attention.
#devops#ai#infrastructure#iac#platform-engineering
etcd 3.7.0-beta: RangeStream and What Developers Need to Know
RangeStream streams large result sets without memory buffering; v2store is finally gone. etcd 3.7.0-beta and its impact on Kubernetes clusters.
#kubernetes#etcd#devops#distributed-systems#performance
Is AI Deskilling Programmers? A Frontend Developer's Perspective
A 252-point Hacker News article asks: is AI repeating the 'lost decade' of frontend development? A deep dive into deskilling, leaky abstractions, and how developers can adapt.
#ai#agentic-coding#frontend#career#software-engineering
Claude Opus 4.8: Anthropic Ships Honesty Improvements, Cuts Fast Mode Pricing 3x
Anthropic releases Claude Opus 4.8 — 4x less likely to miss code flaws, modest benchmark gains, fast mode now 3x cheaper, and dynamic workflows for spawning hundreds of parallel sub-agents.
#claude-opus#anthropic#ai#llm#coding-agent