» Tag
ai-agents
246 postsSysAdmin Benchmark Measures Power-Seeking in Frontier AI Models
New SysAdmin benchmark tests 7 frontier AI models for power-seeking behavior in Linux sandbox tasks, finding low rates but other alignment risks.
Self-State Attacks: New Threat Poisons AI Agents via Their Own Memory
New research defines 'self-state attacks'—AI agents compromised via their own memory files—and finds OS-level defenses hit a structural limit.
Shackle Brings Deterministic Runtime Governance to AI Agents
Shackle introduces SP/1.0, an open, hash-verifiable conformance standard for real-time governance of AI agent tool calls and certification.
CommitBrief — AI code reviews, right in your terminal
A provider-agnostic, local-first CLI that reviews your staged changes, a historic range, or a whole GitHub pull request. Zero telemetry, no server. Free and open source.
commitbrief.comAI Agents in Production: Why 88% of Enterprise Pilots Fail
Why 88% of enterprise AI agent pilots stall before production, and the isolation, identity, secrets, and audit controls the successful 12% use.
How Compiling an AI Agent's Workflow Cut Token Use by 94%
An engineer compiled a recurring AI agent workflow into deterministic code, cutting token use 94% and latency 87% with no quality loss.
Token Drift Explained: Why AI Agents Get Slower and Pricier
A breakdown of token drift in LLM agents: why session costs grow quadratically and how context budgets keep long-running agents efficient.
Sophos Finds Coding Agents Trip the Same EDR Rules Built for Attackers
Sophos finds Claude Code, Cursor, and Codex trigger EDR rules built to catch attackers, exposing new risks in agentic coding workflows.
Engineering notes: making an AI system tell the truth
How NicheIQ rebuilt its AI idea-evaluation pipeline to fix self-scoring bias, failed self-refinement loops, and reach an honest No-Go verdict.
Fine-Tuned LFM2.5 Powers a Tool-Calling Agent Entirely in the Browser
A fine-tuned LiquidAI LFM2.5 model runs a tool-calling agent fully client-side in the browser - no server, no API key, zero cloud cost.
Merging Concurrent Agent Patches by Base Commit, Not Arrival Time
A deterministic merge protocol for concurrent AI coding agent patches, using base commit hashes, diff digests, and hunk ownership instead of arrival time.