How to Turn Trip Photos and Metadata into a Self-Contained HTML Story
How to Turn Trip Photos and Metadata into a Self-Contained HTML Story — Agent Lab Journal Agent Lab Journal Guides Glossary Practical guide · beginner…
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Quality Isn't Accidental — Maker/Checker Separation and Automated Validation
The Core Argument : AI agent reliability isn't achieved by "making the agent smarter" — it's achieved by the simple engineering principle of separatin…
How Much Memory Does Your Agent Need? — A Practical Memory Store Selection Guide
The Pain : You search GitHub and find everyone using different memory stores — ChromaDB, PostgreSQL, plain Markdown files, "SQLite is good enough for …
Why Your AI Agent Forgets Everything Overnight — From Prompt to Loop Engineering
The Pain : You spent an afternoon tuning your agent. Next morning, it stares at you blankly — as if yesterday never happened. What You'll Learn : The …
AI Daily Digest — August 1, 2026: ARC-AGI-3 Harness Discovery, EU AI Gigafactories, Devin SWE-1.7
🤖💻 AI Daily Digest — August 1, 2026 OpenAI Shows How Two Harness Settings Tripled ARC-AGI-3 Scores OpenAI published a rare technical deep-dive on July…
Real Plugins Need Motors: Skills Should Teach Tools, Not Pretend to Be Them
Watch the short video companion Read or comment on the complete paper: English edition | French edition I spent a long time building AI workflows befo…
Turning a Tiny Language Model Into a Trustworthy Agent: An R&D Experiment with HUQAN + OPT-125M
Small language models are attractive because they're cheap and fast. The problem is hallucination — and specifically, what happens when a model gets s…
HUQAN: The Deterministic Trust Layer That Tells AI Agents "Wait, I Decide First"
We gave agents tools — but who gets to say "no"? Over the last year or two, the agent ecosystem has grown incredibly fast: LLM-based agents that touch…
From AI support copilot to agentic customer service
TL;DR Tokenizing at intake does nothing for the return path. Evidence agents query the CRM and raw identity comes back as a tool result, straight into…
Hardening an AI coding agent: the failures, and the code that fixed them
At Univoco we build retrieval-augmented assistants over a customer's own documentation. One of them is a coding agent that writes code for a proprieta…
The 40% Cancellation Trap: Why Agentic AI Projects Die in Production 🪤
Gartner reckons over 40% of agentic AI projects get canned by 2027. Not because the models are bad. Because nobody built the safety net. Okay so that …
How I Use Codex to Build Applications Without Losing Control
In 2026, there is a great deal of discussion around Agentic Coding . Every week, a new framework, orchestrator, or multi-agent system appears. To anyo…
How to Test AI Agents Without Calling More LLMs
AI-agent testing often starts with an expensive loop: call the agent, send its answer to another model, ask for a quality score, and hope the score is…
Why Your AI Agents Need Finite State Machines: Building Deterministic Workflows in a Vibe-Coding World
Originally published on tamiz.pro . The rise of "vibe coding" has democratized software development, allowing developers to build complex applications…
The Agent Constitution
Enforcing AI Agent Adherence Through Single-Source Architecture in CrystaCode projects AI agents require strict directory structures to execute projec…
AI Consent Ledger: Stop Voice Agents From Ignoring Revoked Permission
A voice agent can sound polished, respond instantly, and still create a trust incident in one sentence: “Stop calling me.” If that request only update…
Stop writing glue code for telephony APIs
I've spent enough time in the trenches of software engineering to know that there is nothing more soul-crushing than writing 'glue code.' You know exa…
How to Audit Your MCP Servers for Security Risks
TL;DR: MCP servers run with significant privileges inside AI agent pipelines, and most teams ship them without any security review. mcp-security-scan …
One TPU Chip, Eight Agents: Serving Small Agent Workloads with Raw JAX
Cloud TPU v6e-1 ( ct6e-standard-1t , one v6e chip, 32 GB HBM), GCE flex-start, europe-west4-a. vLLM baseline measured 2026-07-21. The workload nobody …
From RAG to Agentic AI. How I Added LangGraph to My Local
In my previous article , I built a fully local RAG assistant Ollama, ChromaDB, LangChain, all running in Docker. It answered technical support questio…
Amazon Bedrock Agents Orchestrating Google ADK over A2A
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
Amazon Bedrock Agents Orchestrating Google ADK over A2A
This article explains how to build and test a cross-cloud currency agent. An Amazon Bedrock master agent , built with Strands Agents and hosted on Ama…
Unified Social Media API vs Native Platform APIs
A unified social media API gives an application one publishing interface across multiple networks. Native platform APIs provide direct access to each …
Run Hermes Fully Locally with QVAC
Run Hermes Fully Locally with QVAC | Agent Lab Journal AL Agent Lab Journal Guides Glossary LOCAL AI AGENTS · PRACTICAL DEPLOYMENT Run Hermes Fully Lo…
Operable Over Sophisticated: What Shipping AI Agents at Scale Actually Looks Like
A couple of months ago I attended LangChain Interrupt 2026 in San Francisco. As someone leading AI platform and developer experience day to day, some …
Your AI Agents Need Finite State Machines (FSMs)
In my previous article , I argued that AI changes the role of constraints in software development. For years, many developers saw constraints as somet…
Follow Existing Patterns” Is Not Enough Context for an AI Coding Agent
Many engineering teams give AI coding agents instructions that sound perfectly clear: Follow existing patterns. Do not introduce new abstractions. Use…
Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmark
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
Can Google ADK Talk to Amazon Bedrock AgentCore Runtime? A Cross-Cloud A2A Benchmark
This article provides a step-by-step guide to building and testing a cross-cloud currency agent. A coordinator built with Strands Agents and hosted on…
I Built a Chat App That Rewrites Its Own UI in Real Time
So I had this idea that kept nagging at me. Every AI chat app works the same way. You type something, the model returns text or markdown, the UI rende…