Framework reviews, autonomous coders and multi-agent systems — tracked and explained by the AI Agents News desk.
Mitchell Hashimoto seeds AGENTS.md with traps to prove agents blindly trust external text. Learn why 1 corrupted file causes RCE.
Marcus Chen
15 min read
Commit 0c522c2 locks the agent server image to version 1.23.1. I break down why this hard stop on drift matters for your Docker sandboxes.
Marcus Chen
7 min read
Poor agent harness design drives costs to $2.26 per task. Learn why closed-loop feedback prevents silent failures in autonomous systems.
Priya Nair
13 min read
Silent failures cause 74% of rollbacks. Learn where agent loops diverge from reality in the trace and fix state mismatches before refunds fail.
Priya Nair
15 min read
Running a Llama 3.3 70B model locally now hinges on memory bandwidth rather than raw GPU compute, according to June 2026 performance data.
Priya Nair
12 min read
Short prompts of 250 tokens keep models in peak form while longer inputs cause measurable degradation in output quality and speed.
Marcus Chen
13 min read
Testing five small models on an Intel i5 revealed the LFM2.5-350M hits 36 tokens/sec, bypassing memory limits for local CPU inference.
Sofia Berg
11 min read
Stop iterative guessing by applying a strict 5-block prompt architecture that shifts probabilistic model outputs toward accurate, stable results.
Marcus Chen
10 min read
Maria Perez-Ortiz's Planet-Centered AI paper has one buildable payload: monitorability and trajectory-oriented evaluation. Why greener compute misses the point.
Marcus Chen
12 min read
See how parallel routing across 47+ providers delivers 60% cost savings while neutralizing hallucinations in complex agentic loops.
Marcus Chen
5 min read
Running queries across 47+ providers in parallel allows the A3M Router to deliver 60%+ cost savings while simultaneously reducing hallucinations.
Sofia Berg
6 min read
Analysis shows parallel routing across 47+ providers drives 60% cost savings while eliminating single points of failure in AI systems.
Priya Nair
7 min read