Aug 29, 2026
The Agent Found a New Chain of Command
OpenAI's Hugging Face incident and new SARA research show how shared infrastructure and tool outputs can become unauthorized sources of coordination and command.
Keelbase Signal archive
Daily briefs
Editorial synthesis linked to normalized, machine-readable Signal records.
29 published briefs
Latest reporting
Each brief separates verified reporting, source status, limitations, domain impact, and Keelbase analysis.
Aug 27, 2026
Give the Agent Authorization, Not the Key
Algorand Foundation's new AC2 protocol separates human approval from credential custody, giving agents signed authority for a specific action without placing the private key in their runtime.
Aug 25, 2026
The Agent Should Not Be Its Own Referee
A verified engineering case study and Agno's stable 3.0 release show why autonomous work needs authority outside the model that produces it.
Aug 21, 2026
The Handoff Is Part of the Control Plane
New research shows how multi-agent systems can lose policy facts in written handoffs and hide coordination outside the public transcript.
Aug 18, 2026
Success Can Teach the Wrong Rule
New research shows how a successful agent run can harden compromised behavior into a reusable skill that harms later sessions.
Aug 14, 2026
Approval Must Bind to the Tool That Runs
Agno v2.9.0 closes an MCP approval bypass and principal-scopes cached tool results, exposing a control-path rule for governed agents.
Aug 13, 2026
Relevant Does Not Mean Authorized
MAP-Graph tests whether shared agent memory can preserve inherited permissions and recheck evidence against the risk of the proposed action.
Aug 12, 2026
Fix the Guardrail That Failed
SHE tests whether agent failures can be attributed to one safety-harness component and repaired without rewriting the whole control layer.
Aug 11, 2026
The Policy Check Needs a Receipt
NiyamAI tests whether a consequential tool call can carry portable proof that a committed guardrail computation ran before execution.
Aug 10, 2026
Memory Has to Earn Its Keep
FinEvo-Bench tests whether retained experience improves later professional work without increasing compliance failures—and finds that structured skills can beat accumulated memory.
Aug 07, 2026
The Pattern Is the Problem
AWS moves agent controls from isolated calls to action sequences, while Argus shows why long-running agents need evidence-backed ways to change course without losing the mandate.
Aug 06, 2026
Before the Next Move
Four papers expose failure modes that emerge before an agent acts: poisoned memory retrieval, ambiguous state updates, verification gaps over live operational data, and deceptive tool choices.
Aug 05, 2026
What a Successful Run Can Hide
Three papers examine what single-session evaluation misses: capabilities assembled over time, failures revealed mid-trajectory, and transaction errors concealed by plausible outcomes.
Aug 04, 2026
When Collaboration Becomes Execution
Two GitHub releases show how enterprise agent governance must control both team-level policy specialization and the conversion of collaboration events into attributable execution.
Aug 03, 2026
Authority Is a Chain of Evidence
Four research papers show why governed autonomy needs uncertainty-aware authorization, representation-aware safety review, long-horizon performance evidence, and inspectable agent upgrades.
Aug 02, 2026
Agent Governance Must Control Attention, Consequences, Memory, and Disclosure
Research, product controls, and an EU enforcement milestone show why governed agents need independent oversight signals, enforceable consequences, protected memory, scoped model access, and inspectable disclosures.
Jul 31, 2026
Agent Capability Is Not Operating Authority
Research and product releases show why governed deployment requires evidence of strategic competence, bounded tool acquisition, isolated execution, and visible readiness controls.
Jul 30, 2026
Agent Governance Must Move Beyond Instructions and Preserve Its Evidence
Four papers show why durable agent control requires externally enforced workflows, revocable tool trust, and explicit claim-to-evidence relationships.
Jul 29, 2026
Agent Authority Must Survive Change, Contain Data, and Preserve Useful Work
Three papers sharpen how governed agents should revalidate authority after mutation, isolate untrusted context, and evaluate containment beyond terminal outcomes.
Jul 28, 2026
Agent Operations Need Scoped Visibility, Permission, and Memory Boundaries
A framework release and two new papers show why production agents need operator-scoped observability, explicit permission ceilings, and tool-aware protection for persistent memory.
Jul 27, 2026
Governed Agents Need Dynamic Permissions and Valid Evidence
A competitor memory redesign and two new papers converge on three operational requirements: correctable state, task-scoped capability, and evaluation protocols that preserve the capability being measured.
Jul 25, 2026
Agent Reliability Is Becoming a Harness and Governance Problem
Seven new preprints converge on lifecycle-managed context, deterministic memory delivery, structural guardrails, provenance-aware delegation, formal rule execution, harness-native training, and supply-chain accountability.
Jul 24, 2026
Production Agent Frameworks Are Making Coordination Boundaries Explicit
Agno v2.8.1 adds Slack peer-response gating, nested-team history and identity fixes, broader sub-agent event streaming, and deterministic learning-update limits.
Jul 22, 2026
Governed Agents Need Boundaries for Memory, Initiative, Reasoning, and Coordination
Four papers expose distinct control boundaries for agent systems: retrieval that learns from experience, measurable self-direction, reasoning-loop intervention, and differentiated allocation after information pooling.
Jul 21, 2026
Agent Reliability Depends on Closed Loops
Four sources show that capable agents still fail when handoffs lose information, critiques do not change execution, evaluations inspect intent instead of outcomes, or trust profiles drift without reassessment.
Jul 18, 2026
Agent Reliability Is Becoming a Systems Problem
Five new sources point toward the same production requirement: agents need explicit state, evidence gates, version-aware tools, verified payment outcomes, and isolated execution.
Jul 17, 2026
Canonical Action Identity Emerges as an Agent Governance Primitive
CAVA proposes a portable way to bind agent approvals, policy decisions, and audit receipts to action meaning across heterogeneous runtimes.
Jul 14, 2026
Fictional fixtureFixture: Checkpoints, Policy, and Attestation
Fictional test coverage of approval checkpoints, autonomous-agent policy, and runtime attestation.
Jul 13, 2026
Fictional fixtureFixture: Boundaries for Governed Agents
Fictional test coverage of layered agent security, scoped authorization, and bounded payment controls.