Author(s): Kushal Banda Originally published on Towards AI. Claude Chat is reactive you prompt, Claude answers. Claude Code is terminal-first, demands CLI comfort. Cowork splits the difference: agentic architecture (same as Code) in a GUI anyone can op…
Why the next software development revolution isn’t about code, it’s about context.Two decades ago, software engineering had a bottleneck problem: getting working code from a developer’s head into production reliably. We solved it. Waterfall gave way to…
MCP Is Dead & Here’s What’s Actually Killing ItMCP (Model Context Protocol) was designed as the universal integration layer for AI agents but its architecture has a fundamental flaw that adoption can’t outrun.Every MCP server you connect dumps its …
Composer 2 is a frontier-level model specialized entirely for agentic software engineering. Instead of simply answering isolated chat queries, the model navigates entire repositories, runs shell commands, edits files, and interacts with development env…
TL;DROn March 31, 2026, Anthropic accidentally published a 59.8 MB JavaScript source map file in version 2.1.88 of their @anthropic-ai/claude-code npm package, exposing the entire ~512,000-line TypeScript codebase.The root cause was a missing *.map exc…
Context Engineering has gone from a niche concern to the core discipline of AI Engineering in under a year. In mid-2025, two posts laid much of the groundwork. Manus shared lessons from rebuilding their agent framework four times (July 2025). Anthropic…