Michiel Horstman·2d agoAI Agent Harness Engineering: Building Reliable AgentsMost agent failures start in the harness around the model, not in the model itself.
InActian for DevelopersbyPraise James·Sep 25What are Self-Evolving AI Agents?Self-evolving agents modify part of their own stack, whether that is prompts, memory, tools, or the workflow graph itself, based on…
EvanWave·Sep 16Self-evolving agents need pain, reflection, and sleepConsider an agent that calls the same tool several times with slightly different arguments. Half the calls fail. It rereads a file, follows…
Angelina Yang·Aug 18Vibe Coding Was the Warm-Up. The Real Shift Is Software That Evolves Itself.Halfway through my conversation with Wiley Jones, CEO of Doss, I told him his thesis still sounded like science fiction to me. Like a…
sjs·Aug 15You Can Evolve Your Agent Skill via DSPy and GEPA with Codex Chat HistoryAn agent usually keeps its operating rules in a natural-language file such as SKILL.md. The file acts as an execution policy: it defines…
InMLWorksbyMayur Jain·Jul 6👸🏽Red Queen Gödel Machine: Scaling Self-Evolving AI AgentsOne of the biggest questions in AI today is whether an AI system can make itself better without waiting for humans to improve it. In recent…
imbaresearchlabs·Jun 18How AI Learned to Teach Itself: The 30-Year Journey from Pixels to World ModelsA deep dive into the evolution of Self-Supervised Learning, the rise of JEPA, and the dawn of self-evolving, autonomous agents.
InTowards AIbyApril·Jun 12Enterprise AI Evaluation Is Not a Scorecard. It Is a Feedback Flywheel.Enterprise AI evaluation should not be treated as a scorecard. It should be treated as the operating system for product improvement.
Khalid Ahmed·Jun 2Building a Self-Evolving Language App with Agentic AILessons learned from creating HánzìTrack — a Chinese vocabulary tracker that rewrites its own code and tunes its own prompts.
shashank Jain·May 22Learning, Search, Compression, and Intelligence: A Unified View of How Minds, Evolution, and AI…For a long time, people treated learning, reasoning, evolution, optimization, and intelligence as separate ideas. Biology studied…A response icon1A response icon1
