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Hichem Benali · systems · research · field

I start with the problem. Then I build the system it is missing.

I work across software, research, operations and decisions. Asso and SYSTASYS have become the spine that connects those threads instead of letting each one live in isolation.

  • Connect instead of stackA tool, a research thread or a decision matters more when it stays connected to the rest.Example: an experiment should be able to return to system memory and change what happens next.
  • Prove instead of claimI keep built, observed, hypothetical and actually tested states separate.Example: a green status means little when the real world tells a different story.
  • Bring reality back inThe outcome, failure, cost and correction should change the next cycle.Example: an understood failure becomes a rule, a test or usable memory.

This site is the window into that work: objects, systems, experiments, evidence and boundaries.

Public journal

What is moving, dated.

A short selection of changes that matter. An entry may say published, integrated, in progress or waiting. The journal does not invent a victory to fill a line.

Threads joins the public loop for real.

The first canary was published on 2 October at 13:58 Paris time. The external transport confirmed PUBLISHED and returned a Threads URL. The site does not turn that receipt into permanent autonomous authority.

State · publishedEvidence · external receiptPublic source · Threads profile

The cockpit gets simpler without throwing depth away.

Several worlds are grouped to reduce navigation noise while preserving their routes, evidence and detailed readings.

State · activeEvidence · contracts and regressionsPublic source · bounded description only

A new evaluation joins the corpus before the story.

Research keeps evaluations, failures and contradictions as reusable material. Here, a receipt comes before generalization.

State · active researchEvidence · evaluation archivedPublic source · method, not private corpus

Asso’s Google perimeter becomes inspectable.

The public surface separates what the connection may read, what it may write and what remains forbidden. Technical capability is not presented as authority.

State · publishedEvidence · indexable pagePublic source · view the perimeter

The journal is an editorial selection, not SYSTASYS internal logging. Secrets, private topology and sensitive execution details stay outside the frame.

Asso

Move from ChatGPT to Claude, from a Drive to a folder. The thread should not vanish.

Asso is the layer you can tell “pick the project back up” without rebuilding the briefing from scratch. It reconnects decisions, useful files, open questions and the next step.

No magical memory. The point is to keep the useful trail connected and tell you when something is missing.

Resume quickly

The useful context is there when you return.

See what is confirmed

Facts, assumptions and unknowns stay distinct.

Know what comes next

The next action does not disappear inside the file.

Stay in control

Asso prepares, connects and alerts. Important decisions remain yours.

See how Asso works →

The most ordinary AI bug of 2026

Pick up where we left off yesterday.

Sure. Can you give me all the context again?

😐

The frustrating part is not one missing detail. It is becoming the system’s memory again every time you restart.

SYSTASYS

The living system behind Asso.

Asso is who you talk to. SYSTASYS is the organization behind it: memory, observation, research, decisions, action and learning stay connected over time.

SYSTASYS
A cognitive operating system

The point is not to add another dashboard. It is to make more capacity available around one human while carrying less of the continuity in that human’s head.

Explore the organs →

Work

Real objects, screens and public traces.

Sendable prototype screenshot

Sendable

Prepare, review, then send

A message can be ready without being sent yet. Sendable keeps the review step visible before the final action.

See the project →
Hacker News AI Ops SOP Pack submission

AI Ops SOP Pack

Public operating procedures for AI-assisted work

Review, recovery, handoff and stop conditions made explicit enough to inspect and reuse.

See the public trace →
Explore all work →