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Vibe Coding2026-07-29 · source-backed
TEAQL Agent Kit (2,801 stars) scores agents on two axes: software-engineering discipline (preserving business semantics, following generated API contracts, respecting framework boundaries, recovering from errors without unsafe shortcuts) and token-efficiency discipline, meaning how few tokens the agent burns guessing, re-reading, or exploring irrelevant source. Its mechanism is having the repository supply generated local contracts and machine-readable evaluation reports at the moment the agent needs them. It also ships an AGENTS.md instructing agents to ignore the human-facing README entirely, which is a sharp little convention for repos with two audiences.
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Shared entities / Same source domain / Earlier coverage
Both cover Coding, README; reported by the same outlet (github.com); earlier Coding coverage from 2026-05-09.
Shared entity: README / Same source domain / Shared topic / Earlier coverage
Both cover README; reported by the same outlet (github.com); overlapping topics (agent, discipline).
Shared entity: Coding / Same source domain / Shared topic / Earlier coverage
Both cover Coding; reported by the same outlet (github.com); overlapping topics (agent, coding-agent).
Shared entity: README / Shared topic / Earlier coverage / Tension
Both cover README; overlapping topics (agent, boundary); earlier README coverage from 2026-04-17.
Shared entity: ReadMe / Same source domain / Earlier coverage
Both cover ReadMe; reported by the same outlet (github.com); earlier ReadMe coverage from 2026-07-28.
Shared entity: Coding / Shared topic / Earlier coverage
Both cover Coding; overlapping topics (agent, boundary); earlier Coding coverage from 2026-07-25.
Shared entity: README / Same source domain / Earlier coverage
Both cover README; reported by the same outlet (github.com); earlier README coverage from 2026-07-25.
Both cover README; reported by the same outlet (github.com); earlier README coverage from 2026-07-23.