Pyshackle: A hard pre-execution gate for AI agent tool calls (open source)
1 distinct publishers across 2 articles (some outlets filed more than once).
Ownership mix: Other: 2
1 publishers · 2 articles · switch to 1-minute for disagreement and framing.
What happened
SHACKLE — a governance protocol and policy-decision daemon for autonomous AI agents. Enforces guardrails, budget/loop limits, and policy constraints in real time, with an audited decision engine, S...
Why the coverage differs
AI-assisted comparison · labeled · generated Aug 28, 2026, 3:31 AM · not a verdict
What happened: Shackle: A pre-execution ALLOW/DENY/HITL gate for AI agents (open source)
Where coverage diverges: Center: 2 (GitHub, PyPI).
Comparison summary
AI-assisted · Cerebras / Llama · Aug 28, 2026, 3:31 AM · inspect sources below rather than trusting this alone
What happened: Shackle: A pre-execution ALLOW/DENY/HITL gate for AI agents (open source)
Where coverage diverges: Center: 2 (GitHub, PyPI).
What's missing: AI bias-comparison is temporarily offline. Configure Cerebras in admin to enable rich comparison summaries.
Report timeline
Oldest → newest among clustered members. Gaps may mean delayed pickup, not silence.
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Jul 24, 2026, 11:53 AM
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Jul 25, 2026, 11:04 AM
Coverage by perspective
Perspective labels are external consensus ratings (AllSides / Ad Fontes / MBFC-style), not WeSearch truth scores. Center is not automatically more accurate.
Center · 2
Headline framing
Vocabulary fingerprints · not a political endorsement
AI framing analysis temporarily offline. Configure Cerebras in admin to enable framing comparison.
Bias/ownership: published methodology on source profiles · AI text always labeled · no reader paywall · no engagement ranking of news · transparency · contribute Ws · home