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agents
90 postsKira Project: a tamper-evident evidence layer for AI agents
Kira Project's tamper-evident evidence architecture separates AI agent logs from reports, cryptographically proving what happened and what didn't.
Why It's Hard to Make an AI Agent Truly Disagree
Building an AI agent whose sole job is to find flaws revealed how strongly LLMs default to agreeableness, and the prompt and architecture tricks needed to force real disagreement.
Building AI Agents? Key Anti-Patterns to Avoid for Success
Learn about the anti-patterns that cause AI agent projects to fail and how to avoid them.
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.comOne of 1190 AI agent closing statements reports failure
A study shows that only one of 1190 AI closing statements reports failure, raising concerns about reliability for engineers.
The Bottleneck for AI Agents: It's Not the Model, It's the Context Layer
AI agents' issues stem from context layers, not models. Proper infrastructure can enhance reliability.
Vercel AI SDK 6's Agent Is Really Just a while Loop
A hands-on breakdown of how AI SDK 6's ToolLoopAgent and stopWhen actually control the agent loop, tested with a deterministic mock model.
Knowledge and Memory Management: First Three Directions Finalized
Knowledge-and-Memory-Management locks in its memory store, graph adapter, and persistence contracts—API stays backward-compatible while internals are rewritten.
Claude Code Orchestration: 96% Performance at 46% of Cost
Anthropic's Fable-Sonnet orchestration pattern now runs natively in Claude Code: 96% performance at 46% cost. Details plus the pilotfish package inside.
The Anatomy of AI Agents on Google Cloud: A Comprehensive Guide
Explore the building blocks of AI agents on Google Cloud and how to utilize them.
5 Architectural Patterns for Persistent Memory and State in AI Agents
Explore five architectural patterns for managing persistent memory and state in AI agents.