8 min read
OpenAI's harness engineering post and new token-use research point to the same lesson: agentic coding teams need token budgets, receipts, and eval loops, not vibes.
AGENTIC CODING
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Cursor Hit $50B -- Here's What the AI IDE Landscape Actually Looks Like Now
Cursor's $50B valuation puts a developer tool above roughly 400 Fortune 500 companies. Here's a clear-eyed look at whether that valuation reflects reality - and which AI IDE actually fits your workflow in 2026.
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9 min read
Anthropic's Claude containment writeup points to the next security layer for coding agents: deterministic capability ledgers, not another approval prompt.
8 min read
GitHub Trending is full of agent memory and context tools. The useful version is not magic recall. It is a context ledger: source-linked, scoped, expiring memory that agents can inspect and users can audit.
8 min read
A huge Hacker News thread says domain expertise is the real moat in agentic coding. The sharper version: tacit judgment only compounds when you turn it into examples, tests, DSLs, and review gates.
8 min read
Notes from a single session running 200+ Claude Code subagents in parallel across 35 repos. What worked, what broke, and the patterns I codified into a skill so the recipe replays.
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