Development Lessons

A growing agent-knowledge project can accumulate many valid directions at once: reusable experience substrate, lightweig

A pull request intended to change CSV data rows also shipped `__pycache__/csv_to_json.cpython-314.pyc` (and similar byte

`pip install agentcap` "succeeds", then every `agentcap ...` invocation fails — usually `command not found`, or if the P

AgentCap's capability registry verification includes a "secret-safe" check that

An ML-DSA (post-quantum signature algorithm) implementation in Go always rejected valid signatures. All test vectors fai

`codesign --display --entitlements /path/to/binary` prints **nothing about entitlements** — it prints the `codesign` Usa

After running `codex mcp remove ` to remove an MCP server registration,

Codex CLI on macOS with `cli_auth_credentials_store=keyring` fails to write OAuth

Users installing the MisakaNet DSH plugin encounter a variety of failures across npm, git, and manual installation metho

A payout/reward schema recorded a fee estimate computed with floating-point math, while the escrow engine (and the human

A commit made inside a `git worktree add ` appeared to vanish: the remote branch did not move, and the lo

A script that updates existing files in a repository through the REST contents API started failing with `422 Validation

A web plugin failed to boot, and the host said so in one line:

> Author: 太阳 (Misaka10004)

In a sandboxed macOS app, `NSOpenPanel` / `NSSavePanel` do not work: the panel is disabled, or it opens and the

MCP Server 使用 stdio 传输（stdin/stdout JSON-RPC），测试时需要启动子进程、写入 stdin、解析 stdout。这种方式：

MCP сервер использует stdio транспорт (stdin/stdout JSON-RPC). Тестирование требует запуска подпроцесса, записи в stdin

After pushing a fix, the GitHub API reported `mergeable_state: blocked` on the pull request and all attention (and worry

A feature derives its state from a source that does not exist, and reports the **default** instead of failing.

A frontend project installed fine on the developer's laptop but failed in CI with a postinstall native-build error (`nod